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Michael J. Black

Michael Julian Black

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affiliation: Max Planck Institute for Intelligent Systems Tuebingen, Germany
affiliation (former): Department of Computer Science, Brown University

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2020 – today

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2024
[j68]
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Yinghao Huang, Omid Taheri, Michael J. Black, Dimitrios Tzionas:
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction from Multi-view RGB-D Images. Int. J. Comput. Vis. 132(7): 2551-2566 (2024)
[j67]
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Yuliang Xiu, Yufei Ye, Zhen Liu, Dimitris Tzionas, Michael J. Black:
PuzzleAvatar: Assembling 3D Avatars from Personal Albums. ACM Trans. Graph. 43(6): 283:1-283:15 (2024)
[c259]
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Sai Kumar Dwivedi, Cordelia Schmid, Hongwei Yi, Michael J. Black, Dimitrios Tzionas:
POCO: 3D Pose and Shape Estimation with Confidence. 3DV 2024: 85-95
[c258]
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Muhammed Kocabas, Ye Yuan, Pavlo Molchanov, Yunrong Guo, Michael J. Black, Otmar Hilliges, Jan Kautz, Umar Iqbal:
PACE: Human and Camera Motion Estimation from in-the-wild Videos. 3DV 2024: 397-408
[c257]
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Omid Taheri, Yi Zhou, Dimitrios Tzionas, Yang Zhou, Duygu Ceylan, Sören Pirk, Michael J. Black:
GRIP: Generating Interaction Poses Using Spatial Cues and Latent Consistency. 3DV 2024: 933-943
[c256]
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Tingting Liao, Hongwei Yi, Yuliang Xiu, Jiaxiang Tang, Yangyi Huang, Justus Thies, Michael J. Black:
TADA! Text to Animatable Digital Avatars. 3DV 2024: 1508-1519
[c255]
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Hao Zhang, Yao Feng, Peter Kulits, Yandong Wen, Justus Thies, Michael J. Black:
TECA: Text-Guided Generation and Editing of Compositional 3D Avatars. 3DV 2024: 1520-1530
[c254]
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  - conf/cvpr/FanPK0KBH24
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Zicong Fan, Maria Parelli, Maria Eleni Kadoglou, Xu Chen, Muhammed Kocabas, Michael J. Black, Otmar Hilliges:
HOLD: Category-Agnostic 3D Reconstruction of Interacting Hands and Objects from Video. CVPR 2024: 494-504
[c253]
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Markos Diomataris, Nikos Athanasiou, Omid Taheri, Xi Wang, Otmar Hilliges, Michael J. Black:
WANDR: Intention-guided Human Motion Generation. CVPR 2024: 927-936
[c252]
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Haiyang Liu, Zihao Zhu, Giorgio Becherini, Yichen Peng, Mingyang Su, You Zhou, Xuefei Zhe, Naoya Iwamoto, Bo Zheng, Michael J. Black:
EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling. CVPR 2024: 1144-1154
[c251]
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Sai Kumar Dwivedi, Yu Sun, Priyanka Patel, Yao Feng, Michael J. Black:
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation. CVPR 2024: 1323-1333
[c250]
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  - conf/cvpr/PetrovichL0BVPR22
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Mathis Petrovich, Or Litany, Umar Iqbal, Michael J. Black, Gül Varol, Xue Bin Peng, Davis Rempe:
Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation. CVPR Workshops 2024: 1911-1921
[c249]
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  - conf/cvpr/ChhatreDABPBB24
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Kiran Chhatre, Radek Danecek, Nikos Athanasiou, Giorgio Becherini, Christopher Peters, Michael J. Black, Timo Bolkart:
Emotional Speech-Driven 3D Body Animation via Disentangled Latent Diffusion. CVPR 2024: 1942-1953
[c248]
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Soyong Shin, Juyong Kim, Eni Halilaj, Michael J. Black:
WHAM: Reconstructing World-Grounded Humans with Accurate 3D Motion. CVPR 2024: 2070-2080
[c247]
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Yao Feng, Jing Lin, Sai Kumar Dwivedi, Yu Sun, Priyanka Patel, Michael J. Black:
ChatPose: Chatting about 3D Human Pose. CVPR 2024: 2093-2103
[c246]
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Soubhik Sanyal, Partha Ghosh, Jinlong Yang, Michael J. Black, Justus Thies, Timo Bolkart:
SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes. CVPR 2024: 2362-2371
[c245]
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  - conf/cvpr/KellerADCMFBP24
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Marilyn Keller, Vaibhav Arora, Abdelmouttaleb Dakri, Shivam Chandhok, Jürgen Machann, Andreas Fritsche, Michael J. Black, Sergi Pujades:
HIT: Estimating Internal Human Implicit Tissues from the Body Surface. CVPR 2024: 3480-3490
[c244]
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Vanessa Sklyarova, Egor Zakharov, Otmar Hilliges, Michael J. Black, Justus Thies:
Text-Conditioned Generative Model of 3D Strand-Based Human Hairstyles. CVPR 2024: 4703-4712
[c243]
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Silvia Zuffi, Ylva Mellbin, Ci Li, Markus Höschle, Hedvig Kjellström, Senya Polikovsky, Elin Hernlund, Michael J. Black:
VAREN: Very Accurate and Realistic Equine Network. CVPR 2024: 5374-5383
[c242]
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  - conf/cvpr/MullerYPBK24
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Lea Müller, Vickie Ye, Georgios Pavlakos, Michael J. Black, Angjoo Kanazawa:
Generative Proxemics: A Prior for 3D Social Interaction from Images. CVPR 2024: 9687-9697
[c241]
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Silvia Zuffi, Michael J. Black:
AWOL: Analysis WithOut Synthesis Using Language. ECCV (58) 2024: 1-19
[c240]
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  - conf/eccv/TripathiTLBHS24
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Shashank Tripathi, Omid Taheri, Christoph Lassner, Michael J. Black, Daniel Holden, Carsten Stoll:
HUMOS: Human Motion Model Conditioned on Body Shape. ECCV (16) 2024: 133-152
[c239]
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Hongwei Yi, Justus Thies, Michael J. Black, Xue Bin Peng, Davis Rempe:
Generating Human Interaction Motions in Scenes with Text Control. ECCV (4) 2024: 246-263
[c238]
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  - conf/eccv/OstrekOBT24
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Mirela Ostrek, Carol O'Sullivan, Michael J. Black, Justus Thies:
Synthesizing Environment-Specific People in Photographs. ECCV (85) 2024: 292-309
[c237]
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Haiwen Feng, Zheng Ding, Zhihao Xia, Simon Niklaus, Victoria Fernández Abrevaya, Michael J. Black, Xuaner Zhang:
Explorative Inbetweening of Time and Space. ECCV (78) 2024: 378-395
[c236]
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Egor Zakharov, Vanessa Sklyarova, Michael J. Black, Giljoo Nam, Justus Thies, Otmar Hilliges:
Human Hair Reconstruction with Strand-Aligned 3D Gaussians. ECCV (16) 2024: 409-425
[c235]
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Zhen Liu, Yao Feng, Yuliang Xiu, Weiyang Liu, Liam Paull, Michael J. Black, Bernhard Schölkopf:
Ghost on the Shell: An Expressive Representation of General 3D Shapes. ICLR 2024
[c234]
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Weiyang Liu, Zeju Qiu, Yao Feng, Yuliang Xiu, Yuxuan Xue, Longhui Yu, Haiwen Feng, Zhen Liu, Juyeon Heo, Songyou Peng, Yandong Wen, Michael J. Black, Adrian Weller, Bernhard Schölkopf:
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization. ICLR 2024
[c233]
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Abdelmouttaleb Dakri, Vaibhav Arora, Léo Challier, Marilyn Keller, Michael J. Black, Sergi Pujades:
On Predicting 3D Bone Locations Inside the Human Body. MICCAI (3) 2024: 336-346
[c232]
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  - conf/siggraph/0002BBHT24
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Artur Grigorev, Giorgio Becherini, Michael J. Black, Otmar Hilliges, Bernhard Thomaszewski:
ContourCraft: Learning to Resolve Intersections in Neural Multi-Garment Simulations. SIGGRAPH (Conference Paper Track) 2024: 81
[c231]
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Nikos Athanasiou, Alpár Cseke, Markos Diomataris, Michael J. Black, Gül Varol:
MotionFix: Text-Driven 3D Human Motion Editing. SIGGRAPH Asia 2024: 44:1-44:11
[c230]
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  - conf/wacv/Ben-DovGABG24
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Omri Ben-Dov, Pravir Singh Gupta, Victoria Fernández Abrevaya, Michael J. Black, Partha Ghosh:
Adversarial Likelihood Estimation With One-Way Flows. WACV 2024: 3767-3776
[c229]
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Enes Duran, Muhammed Kocabas, Vasileios Choutas, Zicong Fan, Michael J. Black:
HMP: Hand Motion Priors for Pose and Shape Estimation from Video. WACV 2024: 6341-6351
[i165]
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  - journals/corr/abs-2401-00374
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Haiyang Liu, Zihao Zhu, Giorgio Becherini, Yichen Peng, Mingyang Su, You Zhou, Naoya Iwamoto, Bo Zheng, Michael J. Black:
EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Masked Audio Gesture Modeling. CoRR abs/2401.00374 (2024)
[i164]
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  - journals/corr/abs-2401-08559
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Mathis Petrovich, Or Litany, Umar Iqbal, Michael J. Black, Gül Varol, Xue Bin Peng, Davis Rempe:
Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation. CoRR abs/2401.08559 (2024)
[i163]
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  - journals/corr/abs-2403-14611
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Haiwen Feng, Zheng Ding, Zhihao Xia, Simon Niklaus, Victoria Fernández Abrevaya, Michael J. Black, Xuaner Zhang:
Explorative Inbetweening of Time and Space. CoRR abs/2403.14611 (2024)
[i162]
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  - journals/corr/abs-2404-03042
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Silvia Zuffi, Michael J. Black:
AWOL: Analysis WithOut synthesis using Language. CoRR abs/2404.03042 (2024)
[i161]
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  - journals/corr/abs-2404-10685
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Hongwei Yi, Justus Thies, Michael J. Black, Xue Bin Peng, Davis Rempe:
Generating Human Interaction Motions in Scenes with Text Control. CoRR abs/2404.10685 (2024)
[i160]
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  - journals/corr/abs-2404-15228
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Peter Kulits, Haiwen Feng, Weiyang Liu, Victoria Fernández Abrevaya, Michael J. Black:
Re-Thinking Inverse Graphics With Large Language Models. CoRR abs/2404.15228 (2024)
[i159]
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  - journals/corr/abs-2404-15383
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Markos Diomataris, Nikos Athanasiou, Omid Taheri, Xi Wang, Otmar Hilliges, Michael J. Black:
WANDR: Intention-guided Human Motion Generation. CoRR abs/2404.15383 (2024)
[i158]
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  - journals/corr/abs-2404-16752
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Sai Kumar Dwivedi, Yu Sun, Priyanka Patel, Yao Feng, Michael J. Black:
TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation. CoRR abs/2404.16752 (2024)
[i157]
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  - journals/corr/abs-2405-04533
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Jing Lin, Yao Feng, Weiyang Liu, Michael J. Black:
ChatHuman: Language-driven 3D Human Understanding with Retrieval-Augmented Tool Reasoning. CoRR abs/2405.04533 (2024)
[i156]
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  - journals/corr/abs-2405-09522
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Artur Grigorev, Giorgio Becherini, Michael J. Black, Otmar Hilliges, Bernhard Thomaszewski:
ContourCraft: Learning to Resolve Intersections in Neural Multi-Garment Simulations. CoRR abs/2405.09522 (2024)
[i155]
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  - journals/corr/abs-2405-14869
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Yuliang Xiu, Yufei Ye, Zhen Liu, Dimitrios Tzionas, Michael J. Black:
PuzzleAvatar: Assembling 3D Avatars from Personal Albums. CoRR abs/2405.14869 (2024)
[i154]
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  - journals/corr/abs-2406-08472
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Mert Albaba, Sammy Joe Christen, Christoph Gebhardt, Thomas Langarek, Michael J. Black, Otmar Hilliges:
RILe: Reinforced Imitation Learning. CoRR abs/2406.08472 (2024)
[i153]
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  - journals/corr/abs-2408-00712
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Nikos Athanasiou, Alpár Cseke, Markos Diomataris, Michael J. Black, Gül Varol:
MotionFix: Text-Driven 3D Human Motion Editing. CoRR abs/2408.00712 (2024)
[i152]
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  - journals/corr/abs-2408-08313
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Zeju Qiu, Weiyang Liu, Haiwen Feng, Zhen Liu, Tim Z. Xiao, Katherine M. Collins, Joshua B. Tenenbaum, Adrian Weller, Michael J. Black, Bernhard Schölkopf:
Can Large Language Models Understand Symbolic Graphics Programs? CoRR abs/2408.08313 (2024)
[i151]
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Shashank Tripathi, Omid Taheri, Christoph Lassner, Michael J. Black, Daniel Holden, Carsten Stoll:
HUMOS: Human Motion Model Conditioned on Body Shape. CoRR abs/2409.03944 (2024)
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Boxiang Rong, Artur Grigorev, Wenbo Wang, Michael J. Black, Bernhard Thomaszewski, Christina Tsalicoglou, Otmar Hilliges:
Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video. CoRR abs/2409.08189 (2024)
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Egor Zakharov, Vanessa Sklyarova, Michael Julian Black, Gi-Joon Nam, Justus Thies, Otmar Hilliges:
Human Hair Reconstruction with Strand-Aligned 3D Gaussians. CoRR abs/2409.14778 (2024)
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Priyanka Patel, Michael J. Black:
CameraHMR: Aligning People with Perspective. CoRR abs/2411.08128 (2024)
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Hanz Cuevas-Velasquez, Priyanka Patel, Haiwen Feng, Michael J. Black:
Toward Human Understanding with Controllable Synthesis. CoRR abs/2411.08663 (2024)
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Peter Kulits, Michael J. Black, Silvia Zuffi:
Reconstructing Animals and the Wild. CoRR abs/2411.18807 (2024)
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Tomasz Niewiadomski, Anastasios Yiannakidis, Hanz Cuevas-Velasquez, Soubhik Sanyal, Michael J. Black, Silvia Zuffi, Peter Kulits:
Generative Zoo. CoRR abs/2412.08101 (2024)
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Shrisha Bharadwaj, Haiwen Feng, Victoria Fernández Abrevaya, Michael J. Black:
GenLit: Reformulating Single-Image Relighting as Video Generation. CoRR abs/2412.11224 (2024)
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Rick Akkerman, Haiwen Feng, Michael J. Black, Dimitrios Tzionas, Victoria Fernández Abrevaya:
InterDyn: Controllable Interactive Dynamics with Video Diffusion Models. CoRR abs/2412.11785 (2024)
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Siyuan Bian, Chenghao Xu, Yuliang Xiu, Artur Grigorev, Zhen Liu, Cewu Lu, Michael J. Black, Yao Feng:
ChatGarment: Garment Estimation, Generation and Editing via Large Language Models. CoRR abs/2412.17811 (2024)
2023
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Nadine Rueegg, Silvia Zuffi, Konrad Schindler, Michael J. Black:
BARC: Breed-Augmented Regression Using Classification for 3D Dog Reconstruction from Images. Int. J. Comput. Vis. 131(8): 1964-1979 (2023)
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Xu Chen, Tianjian Jiang, Jie Song, Max Rietmann, Andreas Geiger, Michael J. Black, Otmar Hilliges:
Fast-SNARF: A Fast Deformer for Articulated Neural Fields. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 11796-11809 (2023)
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Nitin Saini, Chun-Hao P. Huang, Michael J. Black, Aamir Ahmad:
SmartMocap: Joint Estimation of Human and Camera Motion Using Uncalibrated RGB Cameras. IEEE Robotics Autom. Lett. 8(6): 3206-3213 (2023)
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Eric Price, Michael J. Black, Aamir Ahmad:
Viewpoint-Driven Formation Control of Airships for Cooperative Target Tracking. IEEE Robotics Autom. Lett. 8(6): 3653-3660 (2023)
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Shrisha Bharadwaj, Yufeng Zheng, Otmar Hilliges, Michael J. Black, Victoria Fernández Abrevaya:
FLARE: Fast Learning of Animatable and Relightable Mesh Avatars. ACM Trans. Graph. 42(6): 204:1-204:15 (2023)
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Marilyn Keller, Keenon Werling, Soyong Shin, Scott L. Delp, Sergi Pujades, C. Karen Liu, Michael J. Black:
From Skin to Skeleton: Towards Biomechanically Accurate 3D Digital Humans. ACM Trans. Graph. 42(6): 253:1-253:12 (2023)
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Hongwei Yi, Hualin Liang, Yifei Liu, Qiong Cao, Yandong Wen, Timo Bolkart, Dacheng Tao, Michael J. Black:
Generating Holistic 3D Human Motion from Speech. CVPR 2023: 469-480
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Yuliang Xiu, Jinlong Yang, Xu Cao, Dimitrios Tzionas, Michael J. Black:
ECON: Explicit Clothed humans Optimized via Normal integration. CVPR 2023: 512-523
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Timo Bolkart, Tianye Li, Michael J. Black:
Instant Multi-View Head Capture through Learnable Registration. CVPR 2023: 768-779
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Shashank Tripathi, Lea Müller, Chun-Hao P. Huang, Omid Taheri, Michael J. Black, Dimitrios Tzionas:
3D Human Pose Estimation via Intuitive Physics. CVPR 2023: 4713-4725
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Michael J. Black, Priyanka Patel, Joachim Tesch, Jinlong Yang:
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion. CVPR 2023: 8726-8737
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Yu Sun, Qian Bao, Wu Liu, Tao Mei, Michael J. Black:
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments. CVPR 2023: 8856-8866
[c222]
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Nadine Rüegg, Shashank Tripathi, Konrad Schindler, Michael J. Black, Silvia Zuffi:
BITE: Beyond Priors for Improved Three-D Dog Pose Estimation. CVPR 2023: 8867-8876
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Maria-Paola Forte, Peter Kulits, Chun-Hao Huang, Vasileios Choutas, Dimitrios Tzionas, Katherine J. Kuchenbecker, Michael J. Black:
Reconstructing Signing Avatars from Video Using Linguistic Priors. CVPR 2023: 12791-12801
[c220]
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Zicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J. Black, Otmar Hilliges:
ARCTIC: A Dataset for Dexterous Bimanual Hand-Object Manipulation. CVPR 2023: 12943-12954
[c219]
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Hongwei Yi, Chun-Hao P. Huang, Shashank Tripathi, Lea Hering, Justus Thies, Michael J. Black:
MIME: Human-Aware 3D Scene Generation. CVPR 2023: 12965-12976
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Artur Grigorev, Michael J. Black, Otmar Hilliges:
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics. CVPR 2023: 16965-16974
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Yixin Chen, Sai Kumar Dwivedi, Michael J. Black, Dimitrios Tzionas:
Detecting Human-Object Contact in Images. CVPR 2023: 17100-17110
[c216]
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Yufeng Zheng, Wang Yifan, Gordon Wetzstein, Michael J. Black, Otmar Hilliges:
PointAvatar: Deformable Point-Based Head Avatars from Videos. CVPR 2023: 21057-21067
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Yandong Wen, Weiyang Liu, Yao Feng, Bhiksha Raj, Rita Singh, Adrian Weller, Michael J. Black, Bernhard Schölkopf:
Pairwise Similarity Learning is SimPLE. ICCV 2023: 5285-5295
[c214]
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Haiwen Feng, Peter Kulits, Shichen Liu, Michael J. Black, Victoria Fernández Abrevaya:
Generalizing Neural Human Fitting to Unseen Poses With Articulated SE(3) Equivariance. ICCV 2023: 7943-7954
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Shashank Tripathi, Agniv Chatterjee, Jean-Claude Passy, Hongwei Yi, Dimitrios Tzionas, Michael J. Black:
DECO: Dense Estimation of 3D Human-Scene Contact In The Wild. ICCV 2023: 7967-7979
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  - conf/iccv/PetrovichBV23
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Mathis Petrovich, Michael J. Black, Gül Varol:
TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis. ICCV 2023: 9454-9463
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Nikos Athanasiou, Mathis Petrovich, Michael J. Black, Gül Varol:
SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation. ICCV 2023: 9950-9961
[c210]
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Zijian Dong, Xu Chen, Jinlong Yang, Michael J. Black, Otmar Hilliges, Andreas Geiger:
AG3D: Learning to Generate 3D Avatars from 2D Image Collections. ICCV 2023: 14870-14881
[c209]
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Zhen Liu, Yao Feng, Michael J. Black, Derek Nowrouzezahrai, Liam Paull, Weiyang Liu:
MeshDiffusion: Score-based Generative 3D Mesh Modeling. ICLR 2023
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  - conf/miccai/KellerKSCKGSBWP23
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Marilyn Keller, Marcell Krall, James Smith, Hans Clement, Alexander M. Kerner, Andreas Gradischar, Ute Schäfer, Michael J. Black, Annelie Weinberg, Sergi Pujades:
Optimizing the 3D Plate Shape for Proximal Humerus Fractures. MICCAI (7) 2023: 487-496
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Mohamed Hassan, Yunrong Guo, Tingwu Wang, Michael J. Black, Sanja Fidler, Xue Bin Peng:
Synthesizing Physical Character-Scene Interactions. SIGGRAPH (Conference Paper Track) 2023: 63:1-63:9
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Radek Danecek, Kiran Chhatre, Shashank Tripathi, Yandong Wen, Michael J. Black, Timo Bolkart:
Emotional Speech-Driven Animation with Content-Emotion Disentanglement. SIGGRAPH Asia 2023: 41:1-41:13
[i141]
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Mohamed Hassan, Yunrong Guo, Tingwu Wang, Michael J. Black, Sanja Fidler, Xue Bin Peng:
Synthesizing Physical Character-Scene Interactions. CoRR abs/2302.00883 (2023)
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Yixin Chen, Sai Kumar Dwivedi, Michael J. Black, Dimitrios Tzionas:
Detecting Human-Object Contact in Images. CoRR abs/2303.03373 (2023)
[i139]
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Zhen Liu, Yao Feng, Michael J. Black, Derek Nowrouzezahrai, Liam Paull, Weiyang Liu:
MeshDiffusion: Score-based Generative 3D Mesh Modeling. CoRR abs/2303.08133 (2023)
[i138]
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  - journals/corr/abs-2303-18246
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Shashank Tripathi, Lea Müller, Chun-Hao P. Huang, Omid Taheri, Michael J. Black, Dimitrios Tzionas:
3D Human Pose Estimation via Intuitive Physics. CoRR abs/2303.18246 (2023)
[i137]
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  - journals/corr/abs-2304-10417
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Nikos Athanasiou, Mathis Petrovich, Michael J. Black, Gül Varol:
SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation. CoRR abs/2304.10417 (2023)
[i136]
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  - journals/corr/abs-2304-10482
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Maria-Paola Forte, Peter Kulits, Chun-Hao Huang, Vasileios Choutas, Dimitrios Tzionas, Katherine J. Kuchenbecker, Michael J. Black:
Reconstructing Signing Avatars From Video Using Linguistic Priors. CoRR abs/2304.10482 (2023)
[i135]
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  - journals/corr/abs-2304-10528
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Haiwen Feng, Peter Kulits, Shichen Liu, Michael J. Black, Victoria Fernández Abrevaya:
Generalizing Neural Human Fitting to Unseen Poses With Articulated SE(3) Equivariance. CoRR abs/2304.10528 (2023)
[i134]
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  - journals/corr/abs-2305-00976
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Mathis Petrovich, Michael J. Black, Gül Varol:
TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis. CoRR abs/2305.00976 (2023)
[i133]
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Zijian Dong, Xu Chen, Jinlong Yang, Michael J. Black, Otmar Hilliges, Andreas Geiger:
AG3D: Learning to Generate 3D Avatars from 2D Image Collections. CoRR abs/2305.02312 (2023)
[i132]
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Yu Sun, Qian Bao, Wu Liu, Tao Mei, Michael J. Black:
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments. CoRR abs/2306.02850 (2023)
[i131]
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Timo Bolkart, Tianye Li, Michael J. Black:
Instant Multi-View Head Capture through Learnable Registration. CoRR abs/2306.07437 (2023)
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Radek Danecek, Kiran Chhatre, Shashank Tripathi, Yandong Wen, Michael J. Black, Timo Bolkart:
Emotional Speech-Driven Animation with Content-Emotion Disentanglement. CoRR abs/2306.08990 (2023)
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Lea Müller, Vickie Ye, Georgios Pavlakos, Michael J. Black, Angjoo Kanazawa:
Generative Proxemics: A Prior for 3D Social Interaction from Images. CoRR abs/2306.09337 (2023)
[i128]
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Michael J. Black, Priyanka Patel, Joachim Tesch, Jinlong Yang:
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion. CoRR abs/2306.16940 (2023)
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Omri Ben-Dov, Pravir Singh Gupta, Victoria Fernández Abrevaya, Michael J. Black, Partha Ghosh:
Adversarial Likelihood Estimation with One-way Flows. CoRR abs/2307.09882 (2023)
[i126]
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Soubhik Sanyal, Partha Ghosh, Jinlong Yang, Michael J. Black, Justus Thies, Timo Bolkart:
SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes. CoRR abs/2308.10638 (2023)
[i125]
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Tingting Liao, Hongwei Yi, Yuliang Xiu, Jiaxiang Tang, Yangyi Huang, Justus Thies, Michael J. Black:
TADA! Text to Animatable Digital Avatars. CoRR abs/2308.10899 (2023)
[i124]
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Omid Taheri, Yi Zhou, Dimitrios Tzionas, Yang Zhou, Duygu Ceylan, Sören Pirk, Michael J. Black:
GRIP: Generating Interaction Poses Using Latent Consistency and Spatial Cues. CoRR abs/2308.11617 (2023)
[i123]
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Sai Kumar Dwivedi, Cordelia Schmid, Hongwei Yi, Michael J. Black, Dimitrios Tzionas:
POCO: 3D Pose and Shape Estimation with Confidence. CoRR abs/2308.12965 (2023)
[i122]
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Yao Feng, Weiyang Liu, Timo Bolkart, Jinlong Yang, Marc Pollefeys, Michael J. Black:
Learning Disentangled Avatars with Hybrid 3D Representations. CoRR abs/2309.06441 (2023)
[i121]
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Hao Zhang, Yao Feng, Peter Kulits, Yandong Wen, Justus Thies, Michael J. Black:
Text-Guided Generation and Editing of Compositional 3D Avatars. CoRR abs/2309.07125 (2023)
[i120]
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Shashank Tripathi, Agniv Chatterjee, Jean-Claude Passy, Hongwei Yi, Dimitrios Tzionas, Michael J. Black:
DECO: Dense Estimation of 3D Human-Scene Contact In The Wild. CoRR abs/2309.15273 (2023)
[i119]
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Yandong Wen, Weiyang Liu, Yao Feng, Bhiksha Raj, Rita Singh, Adrian Weller, Michael J. Black, Bernhard Schölkopf:
Pairwise Similarity Learning is SimPLE. CoRR abs/2310.09449 (2023)
[i118]
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Muhammed Kocabas, Ye Yuan, Pavlo Molchanov, Yunrong Guo, Michael J. Black, Otmar Hilliges, Jan Kautz, Umar Iqbal:
PACE: Human and Camera Motion Estimation from in-the-wild Videos. CoRR abs/2310.13768 (2023)
[i117]
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Zhen Liu, Yao Feng, Yuliang Xiu, Weiyang Liu, Liam Paull, Michael J. Black, Bernhard Schölkopf:
Ghost on the Shell: An Expressive Representation of General 3D Shapes. CoRR abs/2310.15168 (2023)
[i116]
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Shrisha Bharadwaj, Yufeng Zheng, Otmar Hilliges, Michael J. Black, Victoria Fernández Abrevaya:
FLARE: Fast Learning of Animatable and Relightable Mesh Avatars. CoRR abs/2310.17519 (2023)
[i115]
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  - journals/corr/abs-2311-06243
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Weiyang Liu, Zeju Qiu, Yao Feng, Yuliang Xiu, Yuxuan Xue, Longhui Yu, Haiwen Feng, Zhen Liu, Juyeon Heo, Songyou Peng, Yandong Wen, Michael J. Black, Adrian Weller, Bernhard Schölkopf:
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization. CoRR abs/2311.06243 (2023)
[i114]
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Zicong Fan, Maria Parelli, Maria Eleni Kadoglou, Muhammed Kocabas, Xu Chen, Michael J. Black, Otmar Hilliges:
HOLD: Category-agnostic 3D Reconstruction of Interacting Hands and Objects from Video. CoRR abs/2311.18448 (2023)
[i113]
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Yao Feng, Jing Lin, Sai Kumar Dwivedi, Yu Sun, Priyanka Patel, Michael J. Black:
PoseGPT: Chatting about 3D Human Pose. CoRR abs/2311.18836 (2023)
[i112]
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  - journals/corr/abs-2312-04466
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Kiran Chhatre, Radek Danecek, Nikos Athanasiou, Giorgio Becherini, Christopher Peters, Michael J. Black, Timo Bolkart:
Emotional Speech-driven 3D Body Animation via Disentangled Latent Diffusion. CoRR abs/2312.04466 (2023)
[i111]
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  - journals/corr/abs-2312-07531
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Soyong Shin, Juyong Kim, Eni Halilaj, Michael J. Black:
WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion. CoRR abs/2312.07531 (2023)
[i110]
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Vanessa Sklyarova, Egor Zakharov, Otmar Hilliges, Michael J. Black, Justus Thies:
HAAR: Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles. CoRR abs/2312.11666 (2023)
[i109]
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Mirela Ostrek, Soubhik Sanyal, Carol O'Sullivan, Michael J. Black, Justus Thies:
Environment-Specific People. CoRR abs/2312.14579 (2023)
[i108]
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Enes Duran, Muhammed Kocabas, Vasileios Choutas, Zicong Fan, Michael J. Black:
HMP: Hand Motion Priors for Pose and Shape Estimation from Video. CoRR abs/2312.16737 (2023)
2022
[j60]
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Celia Foster, Mintao Zhao, Timo Bolkart, Michael J. Black, Andreas M. Bartels, Isabelle Bülthoff:
The neural coding of face and body orientation in occipitotemporal cortex. NeuroImage 246: 118783 (2022)
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Chaohui Wang, Huan Fu, Dacheng Tao, Michael J. Black:
Occlusion Boundary: A Formal Definition & Its Detection via Deep Exploration of Context. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2641-2656 (2022)
[j58]
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Nitin Saini, Elia Bonetto, Eric Price, Aamir Ahmad, Michael J. Black:
AirPose: Multi-View Fusion Network for Aerial 3D Human Pose and Shape Estimation. IEEE Robotics Autom. Lett. 7(2): 4805-4812 (2022)
[j57]
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Elia Bonetto, Pascal Goldschmid, Michael Pabst, Michael J. Black, Aamir Ahmad:
iRotate: Active Visual SLAM for Omnidirectional Robots. Robotics Auton. Syst. 154: 104102 (2022)
[c205]
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  - conf/3dim/AthanasiouPBV22
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Nikos Athanasiou, Mathis Petrovich, Michael J. Black, Gül Varol:
TEACH: Temporal Action Composition for 3D Humans. 3DV 2022: 414-423
[c204]
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Qianli Ma, Jinlong Yang, Michael J. Black, Siyu Tang:
Neural Point-based Shape Modeling of Humans in Challenging Clothing. 3DV 2022: 679-689
[c203]
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  - conf/cvpr/ChoutasMH0TB22
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Vasileios Choutas, Lea Müller, Chun-Hao P. Huang, Siyu Tang, Dimitrios Tzionas, Michael J. Black:
Accurate 3D Body Shape Regression using Metric and Semantic Attributes. CVPR 2022: 2708-2718
[c202]
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Nadine Rüegg, Silvia Zuffi, Konrad Schindler, Michael J. Black:
BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information. CVPR 2022: 3866-3874
[c201]
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Hongwei Yi, Chun-Hao P. Huang, Dimitrios Tzionas, Muhammed Kocabas, Mohamed Hassan, Siyu Tang, Justus Thies, Michael J. Black:
Human-Aware Object Placement for Visual Environment Reconstruction. CVPR 2022: 3949-3960
[c200]
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Yu Sun, Wu Liu, Qian Bao, Yili Fu, Tao Mei, Michael J. Black:
Putting People in their Place: Monocular Regression of 3D People in Depth. CVPR 2022: 13233-13242
[c199]
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  - conf/cvpr/TaheriCBT22
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Omid Taheri, Vasileios Choutas, Michael J. Black, Dimitrios Tzionas:
GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping. CVPR 2022: 13253-13263
[c198]
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Chun-Hao P. Huang, Hongwei Yi, Markus Höschle, Matvey Safroshkin, Tsvetelina Alexiadis, Senya Polikovsky, Daniel Scharstein, Michael J. Black:
Capturing and Inferring Dense Full-Body Human-Scene Contact. CVPR 2022: 13264-13275
[c197]
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Yuliang Xiu, Jinlong Yang, Dimitrios Tzionas, Michael J. Black:
ICON: Implicit Clothed humans Obtained from Normals. CVPR 2022: 13286-13296
[c196]
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Yufeng Zheng, Victoria Fernández Abrevaya, Marcel C. Bühler, Xu Chen, Michael J. Black, Otmar Hilliges:
I M Avatar: Implicit Morphable Head Avatars from Videos. CVPR 2022: 13535-13545
[c195]
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  - conf/cvpr/DanecekBB22
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Radek Danecek, Michael J. Black, Timo Bolkart:
EMOCA: Emotion Driven Monocular Face Capture and Animation. CVPR 2022: 20279-20290
[c194]
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Xu Chen, Tianjian Jiang, Jie Song, Jinlong Yang, Michael J. Black, Andreas Geiger, Otmar Hilliges:
gDNA: Towards Generative Detailed Neural Avatars. CVPR 2022: 20395-20405
[c193]
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  - conf/cvpr/KellerZBP22
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Marilyn Keller, Silvia Zuffi, Michael J. Black, Sergi Pujades:
OSSO: Obtaining Skeletal Shape from Outside. CVPR 2022: 20460-20469
[c192]
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  - conf/dagm/GhoshZBDH22
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Partha Ghosh, Dominik Zietlow, Michael J. Black, Larry S. Davis, Xiaochen Hu:
InvGAN: Invertible GANs. GCPR 2022: 3-19
[c191]
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Yinghao Huang, Omid Taheri, Michael J. Black, Dimitrios Tzionas:
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction. GCPR 2022: 281-299
[c190]
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Haiwen Feng, Timo Bolkart, Joachim Tesch, Michael J. Black, Victoria Fernández Abrevaya:
Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation. ECCV (13) 2022: 72-90
[c189]
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  - conf/eccv/PetrovichBV22
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Mathis Petrovich, Michael J. Black, Gül Varol:
TEMOS: Generating Diverse Human Motions from Textual Descriptions. ECCV (22) 2022: 480-497
[c188]
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  - conf/eccv/OsmanBTB22
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Ahmed A. A. Osman, Timo Bolkart, Dimitrios Tzionas, Michael J. Black:
SUPR: A Sparse Unified Part-Based Human Representation. ECCV (2) 2022: 568-585
[c187]
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Yu Tang Liu, Eric Price, Michael J. Black, Aamir Ahmad:
Deep Residual Reinforcement Learning based Autonomous Blimp Control. IROS 2022: 12566-12573
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Yao Feng, Jinlong Yang, Marc Pollefeys, Michael J. Black, Timo Bolkart:
Capturing and Animation of Body and Clothing from Monocular Video. SIGGRAPH Asia 2022: 45:1-45:9
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Javier Romero, Dimitrios Tzionas, Michael J. Black:
Embodied Hands: Modeling and Capturing Hands and Bodies Together. CoRR abs/2201.02610 (2022)
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Xu Chen, Tianjian Jiang, Jie Song, Jinlong Yang, Michael J. Black, Andreas Geiger, Otmar Hilliges:
gDNA: Towards Generative Detailed Neural Avatars. CoRR abs/2201.04123 (2022)
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Nitin Saini, Elia Bonetto, Eric Price, Aamir Ahmad, Michael J. Black:
AirPose: Multi-View Fusion Network for Aerial 3D Human Pose and Shape Estimation. CoRR abs/2201.08093 (2022)
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Hongwei Yi, Chun-Hao P. Huang, Dimitrios Tzionas, Muhammed Kocabas, Mohamed Hassan, Siyu Tang, Justus Thies, Michael J. Black:
Human-Aware Object Placement for Visual Environment Reconstruction. CoRR abs/2203.03609 (2022)
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Yu Tang Liu, Eric Price, Michael J. Black, Aamir Ahmad:
Deep Residual Reinforcement Learning based Autonomous Blimp Control. CoRR abs/2203.05360 (2022)
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Jiankai Sun, Bolei Zhou, Michael J. Black, Arjun Chandrasekaran:
LocATe: End-to-end Localization of Actions in 3D with Transformers. CoRR abs/2203.10719 (2022)
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Nadine Rueegg, Silvia Zuffi, Konrad Schindler, Michael J. Black:
BARC: Learning to Regress 3D Dog Shape from Images by Exploiting Breed Information. CoRR abs/2203.15536 (2022)
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Marilyn Keller, Silvia Zuffi, Michael J. Black, Sergi Pujades:
OSSO: Obtaining Skeletal Shape from Outside. CoRR abs/2204.10129 (2022)
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Radek Danecek, Michael J. Black, Timo Bolkart:
EMOCA: Emotion Driven Monocular Face Capture and Animation. CoRR abs/2204.11312 (2022)
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Zicong Fan, Omid Taheri, Dimitrios Tzionas, Muhammed Kocabas, Manuel Kaufmann, Michael J. Black, Otmar Hilliges:
Articulated Objects in Free-form Hand Interaction. CoRR abs/2204.13662 (2022)
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Mathis Petrovich, Michael J. Black, Gül Varol:
TEMOS: Generating diverse human motions from textual descriptions. CoRR abs/2204.14109 (2022)
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Haiwen Feng, Timo Bolkart, Joachim Tesch, Michael J. Black, Victoria Fernández Abrevaya:
Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation. CoRR abs/2205.03962 (2022)
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Vasileios Choutas, Lea Müller, Chun-Hao P. Huang, Siyu Tang, Dimitrios Tzionas, Michael J. Black:
Accurate 3D Body Shape Regression using Metric and Semantic Attributes. CoRR abs/2206.07036 (2022)
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Chun-Hao P. Huang, Hongwei Yi, Markus Höschle, Matvey Safroshkin, Tsvetelina Alexiadis, Senya Polikovsky, Daniel Scharstein, Michael J. Black:
Capturing and Inferring Dense Full-Body Human-Scene Contact. CoRR abs/2206.09553 (2022)
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Omri Ben-Dov, Pravir Singh Gupta, Victoria Fernández Abrevaya, Michael J. Black, Partha Ghosh:
LED: Latent Variable-based Estimation of Density. CoRR abs/2206.11563 (2022)
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Nikos Athanasiou, Mathis Petrovich, Michael J. Black, Gül Varol:
TEACH: Temporal Action Composition for 3D Humans. CoRR abs/2209.04066 (2022)
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Qianli Ma, Jinlong Yang, Michael J. Black, Siyu Tang:
Neural Point-based Shape Modeling of Humans in Challenging Clothing. CoRR abs/2209.06814 (2022)
[i90]
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Yinghao Huang, Omid Taheri, Michael J. Black, Dimitrios Tzionas:
InterCap: Joint Markerless 3D Tracking of Humans and Objects in Interaction. CoRR abs/2209.12354 (2022)
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Eric Price, Michael J. Black, Aamir Ahmad:
Perception-driven Formation Control of Airships. CoRR abs/2209.13040 (2022)
[i88]
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Nitin Saini, Chun-Hao P. Huang, Michael J. Black, Aamir Ahmad:
SmartMocap: Joint Estimation of Human and Camera Motion using Uncalibrated RGB Cameras. CoRR abs/2209.13906 (2022)
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Yao Feng, Jinlong Yang, Marc Pollefeys, Michael J. Black, Timo Bolkart:
Capturing and Animation of Body and Clothing from Monocular Video. CoRR abs/2210.01868 (2022)
[i86]
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Ahmed A. A. Osman, Timo Bolkart, Dimitrios Tzionas, Michael J. Black:
SUPR: A Sparse Unified Part-Based Human Representation. CoRR abs/2210.13861 (2022)
[i85]
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Xu Chen, Tianjian Jiang, Jie Song, Max Rietmann, Andreas Geiger, Michael J. Black, Otmar Hilliges:
Fast-SNARF: A Fast Deformer for Articulated Neural Fields. CoRR abs/2211.15601 (2022)
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Hongwei Yi, Chun-Hao P. Huang, Shashank Tripathi, Lea Hering, Justus Thies, Michael J. Black:
MIME: Human-Aware 3D Scene Generation. CoRR abs/2212.04360 (2022)
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Hongwei Yi, Hualin Liang, Yifei Liu, Qiong Cao, Yandong Wen, Timo Bolkart, Dacheng Tao, Michael J. Black:
Generating Holistic 3D Human Motion from Speech. CoRR abs/2212.04420 (2022)
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Artur Grigorev, Bernhard Thomaszewski, Michael J. Black, Otmar Hilliges:
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics. CoRR abs/2212.07242 (2022)
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Yuliang Xiu, Jinlong Yang, Xu Cao, Dimitrios Tzionas, Michael J. Black:
ECON: Explicit Clothed humans Obtained from Normals. CoRR abs/2212.07422 (2022)
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Yufeng Zheng, Wang Yifan, Gordon Wetzstein, Michael J. Black, Otmar Hilliges:
PointAvatar: Deformable Point-based Head Avatars from Videos. CoRR abs/2212.08377 (2022)
2021
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Yao Feng, Haiwen Feng, Michael J. Black, Timo Bolkart:
Learning an animatable detailed 3D face model from in-the-wild images. ACM Trans. Graph. 40(4): 88:1-88:13 (2021)
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Zicong Fan, Adrian Spurr, Muhammed Kocabas, Siyu Tang, Michael J. Black, Otmar Hilliges:
Learning To Disambiguate Strongly Interacting Hands via Probabilistic Per-Pixel Part Segmentation. 3DV 2021: 1-10
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Yao Feng, Vasileios Choutas, Timo Bolkart, Dimitrios Tzionas, Michael J. Black:
Collaborative Regression of Expressive Bodies using Moderation. 3DV 2021: 792-804
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  - conf/cvpr/PunnakkalCAQB21
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Abhinanda R. Punnakkal, Arjun Chandrasekaran, Nikos Athanasiou, Alejandra Quiros-Ramirez, Michael J. Black:
BABEL: Bodies, Action and Behavior With English Labels. CVPR 2021: 722-731
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Shunsuke Saito, Jinlong Yang, Qianli Ma, Michael J. Black:
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks. CVPR 2021: 2886-2897
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Yan Zhang, Michael J. Black, Siyu Tang:
We Are More Than Our Joints: Predicting How 3D Bodies Move. CVPR 2021: 3372-3382
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Lea Müller, Ahmed A. A. Osman, Siyu Tang, Chun-Hao P. Huang, Michael J. Black:
On Self-Contact and Human Pose. CVPR 2021: 9990-9999
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  - conf/cvpr/Mihajlovic0BT21
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Marko Mihajlovic, Yan Zhang, Michael J. Black, Siyu Tang:
LEAP: Learning Articulated Occupancy of People. CVPR 2021: 10461-10471
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  - conf/cvpr/PatelHTHTB21
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Priyanka Patel, Chun-Hao P. Huang, Joachim Tesch, David T. Hoffmann, Shashank Tripathi, Michael J. Black:
AGORA: Avatars in Geography Optimized for Regression Analysis. CVPR 2021: 13468-13478
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  - conf/cvpr/HassanGTTB21
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Mohamed Hassan, Partha Ghosh, Joachim Tesch, Dimitrios Tzionas, Michael J. Black:
Populating 3D Scenes by Learning Human-Scene Interaction. CVPR 2021: 14708-14718
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Qianli Ma, Shunsuke Saito, Jinlong Yang, Siyu Tang, Michael J. Black:
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements. CVPR 2021: 16082-16093
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Elia Bonetto, Pascal Goldschmid, Michael J. Black, Aamir Ahmad:
Active Visual SLAM with Independently Rotating Camera. ECMR 2021: 1-8
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Eric Price, Yu Tang Liu, Michael J. Black, Aamir Ahmad:
Simulation and Control of Deformable Autonomous Airships in Turbulent Wind. IAS 2021: 608-626
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Qianli Ma, Jinlong Yang, Siyu Tang, Michael J. Black:
The Power of Points for Modeling Humans in Clothing. ICCV 2021: 10954-10964
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  - conf/iccv/PetrovichBV21
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Mathis Petrovich, Michael J. Black, Gül Varol:
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE. ICCV 2021: 10965-10975
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  - conf/iccv/KocabasHTMHB21
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Muhammed Kocabas, Chun-Hao P. Huang, Joachim Tesch, Lea Müller, Otmar Hilliges, Michael J. Black:
SPEC: Seeing People in the Wild with an Estimated Camera. ICCV 2021: 11015-11025
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Nima Ghorbani, Michael J. Black:
SOMA: Solving Optical Marker-Based MoCap Automatically. ICCV 2021: 11097-11106
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Muhammed Kocabas, Chun-Hao P. Huang, Otmar Hilliges, Michael J. Black:
PARE: Part Attention Regressor for 3D Human Body Estimation. ICCV 2021: 11107-11117
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Soubhik Sanyal, Betty J. Mohler, Alex Vorobiov, Larry Davis, Timo Bolkart, Javier Romero, Matthew Loper, Michael J. Black:
Learning Realistic Human Reposing using Cyclic Self-Supervision with 3D Shape, Pose, and Appearance Consistency. ICCV 2021: 11118-11127
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Yu Sun, Qian Bao, Wu Liu, Yili Fu, Michael J. Black, Tao Mei:
Monocular, One-stage, Regression of Multiple 3D People. ICCV 2021: 11159-11168
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Sai Kumar Dwivedi, Nikos Athanasiou, Muhammed Kocabas, Michael J. Black:
Learning to Regress Bodies from Images using Differentiable Semantic Rendering. ICCV 2021: 11230-11239
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Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael J. Black:
Stochastic Scene-Aware Motion Prediction. ICCV 2021: 11354-11364
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Xu Chen, Yufeng Zheng, Michael J. Black, Otmar Hilliges, Andreas Geiger:
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes. ICCV 2021: 11574-11584
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Sergey Prokudin, Michael J. Black, Javier Romero:
SMPLpix: Neural Avatars from 3D Human Models. WACV 2021: 1809-1818
[i79]
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Elia Bonetto, Pascal Goldschmid, Michael Pabst, Michael J. Black, Aamir Ahmad:
iRotate: Active Visual SLAM for Omnidirectional Robots. CoRR abs/2103.11641 (2021)
[i78]
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Lea Müller, Ahmed A. A. Osman, Siyu Tang, Chun-Hao P. Huang, Michael J. Black:
On Self-Contact and Human Pose. CoRR abs/2104.03176 (2021)
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Shunsuke Saito, Jinlong Yang, Qianli Ma, Michael J. Black:
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks. CoRR abs/2104.03313 (2021)
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Xu Chen, Yufeng Zheng, Michael J. Black, Otmar Hilliges, Andreas Geiger:
SNARF: Differentiable Forward Skinning for Animating Non-Rigid Neural Implicit Shapes. CoRR abs/2104.03953 (2021)
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Mathis Petrovich, Michael J. Black, Gül Varol:
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE. CoRR abs/2104.05670 (2021)
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Marko Mihajlovic, Yan Zhang, Michael J. Black, Siyu Tang:
LEAP: Learning Articulated Occupancy of People. CoRR abs/2104.06849 (2021)
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Qianli Ma, Shunsuke Saito, Jinlong Yang, Siyu Tang, Michael J. Black:
SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements. CoRR abs/2104.07660 (2021)
[i72]
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Muhammed Kocabas, Chun-Hao P. Huang, Otmar Hilliges, Michael J. Black:
PARE: Part Attention Regressor for 3D Human Body Estimation. CoRR abs/2104.08527 (2021)
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Priyanka Patel, Chun-Hao P. Huang, Joachim Tesch, David T. Hoffmann, Shashank Tripathi, Michael J. Black:
AGORA: Avatars in Geography Optimized for Regression Analysis. CoRR abs/2104.14643 (2021)
[i70]
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Yao Feng, Vasileios Choutas, Timo Bolkart, Dimitrios Tzionas, Michael J. Black:
Collaborative Regression of Expressive Bodies using Moderation. CoRR abs/2105.05301 (2021)
[i69]
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Elia Bonetto, Pascal Goldschmid, Michael J. Black, Aamir Ahmad:
Active Visual SLAM with independently rotating camera. CoRR abs/2105.08958 (2021)
[i68]
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Abhinanda R. Punnakkal, Arjun Chandrasekaran, Nikos Athanasiou, Alejandra Quiros-Ramirez, Michael J. Black:
BABEL: Bodies, Action and Behavior with English Labels. CoRR abs/2106.09696 (2021)
[i67]
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Ci Li, Nima Ghorbani, Sofia Broomé, Maheen Rashid, Michael J. Black, Elin Hernlund, Hedvig Kjellström, Silvia Zuffi:
hSMAL: Detailed Horse Shape and Pose Reconstruction for Motion Pattern Recognition. CoRR abs/2106.10102 (2021)
[i66]
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Zicong Fan, Adrian Spurr, Muhammed Kocabas, Siyu Tang, Michael J. Black, Otmar Hilliges:
Learning to Disambiguate Strongly Interacting Hands via Probabilistic Per-pixel Part Segmentation. CoRR abs/2107.00434 (2021)
[i65]
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Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael J. Black:
Stochastic Scene-Aware Motion Prediction. CoRR abs/2108.08284 (2021)
[i64]
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Qianli Ma, Jinlong Yang, Siyu Tang, Michael J. Black:
The Power of Points for Modeling Humans in Clothing. CoRR abs/2109.01137 (2021)
[i63]
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  - journals/corr/abs-2109-10719
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Yu Tang Liu, Eric Price, Pascal Goldschmid, Michael J. Black, Aamir Ahmad:
Autonomous Blimp Control using Deep Reinforcement Learning. CoRR abs/2109.10719 (2021)
[i62]
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  - journals/corr/abs-2110-00620
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Muhammed Kocabas, Chun-Hao P. Huang, Joachim Tesch, Lea Müller, Otmar Hilliges, Michael J. Black:
SPEC: Seeing People in the Wild with an Estimated Camera. CoRR abs/2110.00620 (2021)
[i61]
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Sai Kumar Dwivedi, Nikos Athanasiou, Muhammed Kocabas, Michael J. Black:
Learning to Regress Bodies from Images using Differentiable Semantic Rendering. CoRR abs/2110.03480 (2021)
[i60]
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Nima Ghorbani, Michael J. Black:
SOMA: Solving Optical Marker-Based MoCap Automatically. CoRR abs/2110.04431 (2021)
[i59]
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Soubhik Sanyal, Alex Vorobiov, Timo Bolkart, Matthew Loper, Betty J. Mohler, Larry Davis, Javier Romero, Michael J. Black:
Learning Realistic Human Reposing using Cyclic Self-Supervision with 3D Shape, Pose, and Appearance Consistency. CoRR abs/2110.05458 (2021)
[i58]
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Partha Ghosh, Dominik Zietlow, Michael J. Black, Larry S. Davis, Xiaochen Hu:
InvGAN: Invertible GANs. CoRR abs/2112.04598 (2021)
[i57]
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Yufeng Zheng, Victoria Fernández Abrevaya, Xu Chen, Marcel C. Bühler, Michael J. Black, Otmar Hilliges:
I M Avatar: Implicit Morphable Head Avatars from Videos. CoRR abs/2112.07471 (2021)
[i56]
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Yu Sun, Wu Liu, Qian Bao, Yili Fu, Tao Mei, Michael J. Black:
Putting People in their Place: Monocular Regression of 3D People in Depth. CoRR abs/2112.08274 (2021)
[i55]
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Yuliang Xiu, Jinlong Yang, Dimitrios Tzionas, Michael J. Black:
ICON: Implicit Clothed humans Obtained from Normals. CoRR abs/2112.09127 (2021)
[i54]
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Omid Taheri, Vasileios Choutas, Michael J. Black, Dimitrios Tzionas:
GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping. CoRR abs/2112.11454 (2021)
2020
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Anurag Ranjan, David T. Hoffmann, Dimitrios Tzionas, Siyu Tang, Javier Romero, Michael J. Black:
Learning Multi-human Optical Flow. Int. J. Comput. Vis. 128(4): 873-890 (2020)
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Nikolas Hesse, Sergi Pujades, Michael J. Black, Michael Arens, Ulrich G. Hofmann, A. Sebastian Schroeder:
Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences. IEEE Trans. Pattern Anal. Mach. Intell. 42(10): 2540-2551 (2020)
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Rahul Tallamraju, Nitin Saini, Elia Bonetto, Michael Pabst, Yu Tang Liu, Michael J. Black, Aamir Ahmad:
AirCapRL: Autonomous Aerial Human Motion Capture Using Deep Reinforcement Learning. IEEE Robotics Autom. Lett. 5(4): 6678-6685 (2020)
[c162]
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  - conf/3dim/KarunratanakulY20
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Korrawe Karunratanakul, Jinlong Yang, Yan Zhang, Michael J. Black, Krikamol Muandet, Siyu Tang:
Grasping Field: Learning Implicit Representations for Human Grasps. 3DV 2020: 333-344
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Siwei Zhang, Yan Zhang, Qianli Ma, Michael J. Black, Siyu Tang:
PLACE: Proximity Learning of Articulation and Contact in 3D Environments. 3DV 2020: 642-651
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Partha Ghosh, Pravir Singh Gupta, Roy Uziel, Anurag Ranjan, Michael J. Black, Timo Bolkart:
GIF: Generative Interpretable Faces. 3DV 2020: 868-878
[c159]
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  - conf/aaai/RueeggLBS20
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Nadine Rueegg, Christoph Lassner, Michael J. Black, Konrad Schindler:
Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations. AAAI 2020: 5561-5569
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  - conf/cvpr/KocabasAB20
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Muhammed Kocabas, Nikos Athanasiou, Michael J. Black:
VIBE: Video Inference for Human Body Pose and Shape Estimation. CVPR 2020: 5252-5262
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  - conf/cvpr/0054HNBT20
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Yan Zhang, Mohamed Hassan, Heiko Neumann, Michael J. Black, Siyu Tang:
Generating 3D People in Scenes Without People. CVPR 2020: 6193-6203
[c156]
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  - conf/cvpr/MaYRPPTB20
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Qianli Ma, Jinlong Yang, Anurag Ranjan, Sergi Pujades, Gerard Pons-Moll, Siyu Tang, Michael J. Black:
Learning to Dress 3D People in Generative Clothing. CVPR 2020: 6468-6477
[c155]
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Vasileios Choutas, Georgios Pavlakos, Timo Bolkart, Dimitrios Tzionas, Michael J. Black:
Monocular Expressive Body Regression Through Body-Driven Attention. ECCV (10) 2020: 20-40
[c154]
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  - conf/eccv/TaheriGBT20
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Omid Taheri, Nima Ghorbani, Michael J. Black, Dimitrios Tzionas:
GRAB: A Dataset of Whole-Body Human Grasping of Objects. ECCV (4) 2020: 581-600
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  - conf/eccv/OsmanBB20
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Ahmed A. A. Osman, Timo Bolkart, Michael J. Black:
STAR: Sparse Trained Articulated Human Body Regressor. ECCV (6) 2020: 598-613
[c152]
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Partha Ghosh, Mehdi S. M. Sajjadi, Antonio Vergari, Michael J. Black, Bernhard Schölkopf:
From Variational to Deterministic Autoencoders. ICLR 2020
[c151]
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  - conf/vr/ThalerBMBMT20
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Anne Thaler, Andreas Bieg, Naureen Mahmood, Michael J. Black, Betty J. Mohler, Nikolaus F. Troje:
Attractiveness and Confidence in Walking Style of Male and Female Virtual Characters. VR Workshops 2020: 679-680
[i53]
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  - journals/corr/abs-2001-01613
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Nadine Rueegg, Christoph Lassner, Michael J. Black, Konrad Schindler:
Chained Representation Cycling: Learning to Estimate 3D Human Pose and Shape by Cycling Between Representations. CoRR abs/2001.01613 (2020)
[i52]
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  - journals/corr/abs-2007-06343
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Rahul Tallamraju, Nitin Saini, Elia Bonetto, Michael Pabst, Yu Tang Liu, Michael J. Black, Aamir Ahmad:
AirCapRL: Autonomous Aerial Human Motion Capture using Deep Reinforcement Learning. CoRR abs/2007.06343 (2020)
[i51]
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Yan Zhang, Michael J. Black, Siyu Tang:
Perpetual Motion: Generating Unbounded Human Motion. CoRR abs/2007.13886 (2020)
[i50]
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Korrawe Karunratanakul, Jinlong Yang, Yan Zhang, Michael J. Black, Krikamol Muandet, Siyu Tang:
Grasping Field: Learning Implicit Representations for Human Grasps. CoRR abs/2008.04451 (2020)
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Siwei Zhang, Yan Zhang, Qianli Ma, Michael J. Black, Siyu Tang:
Generating Person-Scene Interactions in 3D Scenes. CoRR abs/2008.05570 (2020)
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Sergey Prokudin, Michael J. Black, Javier Romero:
SMPLpix: Neural Avatars from 3D Human Models. CoRR abs/2008.06872 (2020)
[i47]
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Ahmed A. A. Osman, Timo Bolkart, Michael J. Black:
STAR: Sparse Trained Articulated Human Body Regressor. CoRR abs/2008.08535 (2020)
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Vasileios Choutas, Georgios Pavlakos, Timo Bolkart, Dimitrios Tzionas, Michael J. Black:
Monocular Expressive Body Regression through Body-Driven Attention. CoRR abs/2008.09062 (2020)
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Omid Taheri, Nima Ghorbani, Michael J. Black, Dimitrios Tzionas:
GRAB: A Dataset of Whole-Body Human Grasping of Objects. CoRR abs/2008.11200 (2020)
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Partha Ghosh, Pravir Singh Gupta, Roy Uziel, Anurag Ranjan, Michael J. Black, Timo Bolkart:
GIF: Generative Interpretable Faces. CoRR abs/2009.00149 (2020)
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  - journals/corr/abs-2012-00619
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Yan Zhang, Michael J. Black, Siyu Tang:
We are More than Our Joints: Predicting how 3D Bodies Move. CoRR abs/2012.00619 (2020)
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Yao Feng, Haiwen Feng, Michael J. Black, Timo Bolkart:
Learning an Animatable Detailed 3D Face Model from In-The-Wild Images. CoRR abs/2012.04012 (2020)
[i41]
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Mohamed Hassan, Partha Ghosh, Joachim Tesch, Dimitrios Tzionas, Michael J. Black:
Populating 3D Scenes by Learning Human-Scene Interaction. CoRR abs/2012.11581 (2020)
[i40]
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Eric Price, Yu Tang Liu, Michael J. Black, Aamir Ahmad:
Simulation and Control of Deformable Autonomous Airships in Turbulent Wind. CoRR abs/2012.15684 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
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Celia Foster, Mintao Zhao, Javier Romero, Michael J. Black, Betty J. Mohler, Andreas M. Bartels, Isabelle Bülthoff:
Decoding subcategories of human bodies from both body- and face-responsive cortical regions. NeuroImage 202 (2019)
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Rahul Tallamraju, Eric Price, Roman Ludwig, Kamalakar Karlapalem, Heinrich H. Bülthoff, Michael J. Black, Aamir Ahmad:
Active Perception Based Formation Control for Multiple Aerial Vehicles. IEEE Robotics Autom. Lett. 4(4): 4491-4498 (2019)
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  - journals/tap/KennyMHBT19
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Sophie Kenny, Naureen Mahmood, Claire Honda, Michael J. Black, Nikolaus F. Troje:
Perceptual Effects of Inconsistency in Human Animations. ACM Trans. Appl. Percept. 16(1): 2:1-2:18 (2019)
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Sergi Pujades, Betty J. Mohler, Anne Thaler, Joachim Tesch, Naureen Mahmood, Nikolas Hesse, Heinrich H. Bülthoff, Michael J. Black:
The Virtual Caliper: Rapid Creation of Metrically Accurate Avatars from 3D Measurements. IEEE Trans. Vis. Comput. Graph. 25(5): 1887-1897 (2019)
[c150]
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  - conf/aaai/GhoshLB19
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Partha Ghosh, Arpan Losalka, Michael J. Black:
Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders. AAAI 2019: 541-548
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Anne Thaler, Sergi Pujades, Jeanine K. Stefanucci, Sarah H. Creem-Regehr, Joachim Tesch, Michael J. Black, Betty J. Mohler:
The Influence of Visual Perspective on Body Size Estimation in Immersive Virtual Reality. SAP 2019: 5:1-5:12
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Soubhik Sanyal, Timo Bolkart, Haiwen Feng, Michael J. Black:
Learning to Regress 3D Face Shape and Expression From an Image Without 3D Supervision. CVPR 2019: 7763-7772
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Daniel Cudeiro, Timo Bolkart, Cassidy Laidlaw, Anurag Ranjan, Michael J. Black:
Capture, Learning, and Synthesis of 3D Speaking Styles. CVPR 2019: 10101-10111
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Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed A. A. Osman, Dimitrios Tzionas, Michael J. Black:
Expressive Body Capture: 3D Hands, Face, and Body From a Single Image. CVPR 2019: 10975-10985
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Yana Hasson, Gül Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J. Black, Ivan Laptev, Cordelia Schmid:
Learning Joint Reconstruction of Hands and Manipulated Objects. CVPR 2019: 11807-11816
[c144]
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Anurag Ranjan, Varun Jampani, Lukas Balles, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black:
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation. CVPR 2019: 12240-12249
[c143]
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David T. Hoffmann, Dimitrios Tzionas, Michael J. Black, Siyu Tang:
Learning to Train with Synthetic Humans. GCPR 2019: 609-623
[c142]
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  - conf/iccv/SainiPTELMAB19
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Nitin Saini, Eric Price, Rahul Tallamraju, Raffi Enficiaud, Roman Ludwig, Igor Martinovic, Aamir Ahmad, Michael J. Black:
Markerless Outdoor Human Motion Capture Using Multiple Autonomous Micro Aerial Vehicles. ICCV 2019: 823-832
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Nikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas Daniilidis:
Learning to Reconstruct 3D Human Pose and Shape via Model-Fitting in the Loop. ICCV 2019: 2252-2261
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Mohamed Hassan, Vasileios Choutas, Dimitrios Tzionas, Michael J. Black:
Resolving 3D Human Pose Ambiguities With 3D Scene Constraints. ICCV 2019: 2282-2292
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Anurag Ranjan, Joel Janai, Andreas Geiger, Michael J. Black:
Attacking Optical Flow. ICCV 2019: 2404-2413
[c138]
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Silvia Zuffi, Angjoo Kanazawa, Tanya Y. Berger-Wolf, Michael J. Black:
Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture From Images "In the Wild". ICCV 2019: 5358-5367
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Naureen Mahmood, Nima Ghorbani, Nikolaus F. Troje, Gerard Pons-Moll, Michael J. Black:
AMASS: Archive of Motion Capture As Surface Shapes. ICCV 2019: 5441-5450
[c136]
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Jie Song, Bjoern Andres, Michael J. Black, Otmar Hilliges, Siyu Tang:
End-to-End Learning for Graph Decomposition. ICCV 2019: 10092-10101
[i39]
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  - journals/corr/abs-1901-07813
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Rahul Tallamraju, Eric Price, Roman Ludwig, Kamalakar Karlapalem, Heinrich H. Bülthoff, Michael J. Black, Aamir Ahmad:
Active Perception based Formation Control for Multiple Aerial Vehicles. CoRR abs/1901.07813 (2019)
[i38]
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  - journals/corr/abs-1903-12436
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Partha Ghosh, Mehdi S. M. Sajjadi, Antonio Vergari, Michael J. Black, Bernhard Schölkopf:
From Variational to Deterministic Autoencoders. CoRR abs/1903.12436 (2019)
[i37]
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  - journals/corr/abs-1904-03278
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Naureen Mahmood, Nima Ghorbani, Nikolaus F. Troje, Gerard Pons-Moll, Michael J. Black:
AMASS: Archive of Motion Capture as Surface Shapes. CoRR abs/1904.03278 (2019)
[i36]
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  - journals/corr/abs-1904-05767
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Yana Hasson, Gül Varol, Dimitrios Tzionas, Igor Kalevatykh, Michael J. Black, Ivan Laptev, Cordelia Schmid:
Learning joint reconstruction of hands and manipulated objects. CoRR abs/1904.05767 (2019)
[i35]
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  - journals/corr/abs-1904-05866
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Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani, Timo Bolkart, Ahmed A. A. Osman, Dimitrios Tzionas, Michael J. Black:
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image. CoRR abs/1904.05866 (2019)
[i34]
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  - journals/corr/abs-1905-03079
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Daniel Cudeiro, Timo Bolkart, Cassidy Laidlaw, Anurag Ranjan, Michael J. Black:
Capture, Learning, and Synthesis of 3D Speaking Styles. CoRR abs/1905.03079 (2019)
[i33]
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  - journals/corr/abs-1905-06817
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Soubhik Sanyal, Timo Bolkart, Haiwen Feng, Michael J. Black:
Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision. CoRR abs/1905.06817 (2019)
[i32]
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  - journals/corr/abs-1907-13615
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Qianli Ma, Siyu Tang, Sergi Pujades, Gerard Pons-Moll, Anurag Ranjan, Michael J. Black:
Dressing 3D Humans using a Conditional Mesh-VAE-GAN. CoRR abs/1907.13615 (2019)
[i31]
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  - journals/corr/abs-1908-00967
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David T. Hoffmann, Dimitrios Tzionas, Michael J. Black, Siyu Tang:
Learning to Train with Synthetic Humans. CoRR abs/1908.00967 (2019)
[i30]
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  - journals/corr/abs-1908-06963
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Mohamed Hassan, Vasileios Choutas, Dimitrios Tzionas, Michael J. Black:
Resolving 3D Human Pose Ambiguities with 3D Scene Constraints. CoRR abs/1908.06963 (2019)
[i29]
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  - journals/corr/abs-1908-07201
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Silvia Zuffi, Angjoo Kanazawa, Tanya Y. Berger-Wolf, Michael J. Black:
Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture from Images "In the Wild". CoRR abs/1908.07201 (2019)
[i28]
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  - journals/corr/abs-1909-12828
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Nikos Kolotouros, Georgios Pavlakos, Michael J. Black, Kostas Daniilidis:
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop. CoRR abs/1909.12828 (2019)
[i27]
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  - journals/corr/abs-1910-10053
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Anurag Ranjan, Joel Janai, Andreas Geiger, Michael J. Black:
Attacking Optical Flow. CoRR abs/1910.10053 (2019)
[i26]
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  - journals/corr/abs-1910-11667
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Anurag Ranjan, David T. Hoffmann, Dimitrios Tzionas, Siyu Tang, Javier Romero, Michael J. Black:
Learning Multi-Human Optical Flow. CoRR abs/1910.11667 (2019)
[i25]
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  - journals/corr/abs-1912-02923
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Yan Zhang, Mohamed Hassan, Heiko Neumann, Michael J. Black, Siyu Tang:
Generating 3D People in Scenes without People. CoRR abs/1912.02923 (2019)
[i24]
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  - journals/corr/abs-1912-05656
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Muhammed Kocabas, Nikos Athanasiou, Michael J. Black:
VIBE: Video Inference for Human Body Pose and Shape Estimation. CoRR abs/1912.05656 (2019)
2018
[j48]
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Mazen Al Borno, Ludovic Righetti, Michael J. Black, Scott L. Delp, Eugene Fiume, Javier Romero:
Robust Physics-based Motion Retargeting with Realistic Body Shapes. Comput. Graph. Forum 37(8): 81-92 (2018)
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S. Y. Yeo, Javier Romero, Matthew Loper, Jürgen Machann, Michael J. Black:
Shape estimation of subcutaneous adipose tissue using an articulated statistical shape model. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(1): 51-58 (2018)
[j46]
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Anne Thaler, Ivelina V. Piryankova, Jeanine K. Stefanucci, Sergi Pujades, Stephan de la Rosa, Stephan Streuber, Javier Romero, Michael J. Black, Betty J. Mohler:
Visual Perception and Evaluation of Photo-Realistic Self-Avatars From 3D Body Scans in Males and Females. Frontiers ICT 5: 18 (2018)
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Eric Price, Guilherme Lawless, Roman Ludwig, Igor Martinovic, Heinrich H. Bülthoff, Michael J. Black, Aamir Ahmad:
Deep Neural Network-Based Cooperative Visual Tracking Through Multiple Micro Aerial Vehicles. IEEE Robotics Autom. Lett. 3(4): 3193-3200 (2018)
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Yinghao Huang, Manuel Kaufmann, Emre Aksan, Michael J. Black, Otmar Hilliges, Gerard Pons-Moll:
Deep inertial poser: learning to reconstruct human pose from sparse inertial measurements in real time. ACM Trans. Graph. 37(6): 185 (2018)
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Liqian Ma, Siyu Tang, Michael J. Black, Luc Van Gool:
Customized Multi-person Tracker. ACCV (2) 2018: 612-628
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Anurag Ranjan, Javier Romero, Michael J. Black:
Learning Human Optical Flow. BMVC 2018: 297
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Silvia Zuffi, Angjoo Kanazawa, Michael J. Black:
Lions and Tigers and Bears: Capturing Non-Rigid, 3D, Articulated Shape From Images. CVPR 2018: 3955-3963
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Angjoo Kanazawa, Michael J. Black, David W. Jacobs, Jitendra Malik:
End-to-End Recovery of Human Shape and Pose. CVPR 2018: 7122-7131
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Laura Sevilla-Lara, Yiyi Liao, Fatma Güney, Varun Jampani, Andreas Geiger, Michael J. Black:
On the Integration of Optical Flow and Action Recognition. GCPR 2018: 281-297
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Jonas Wulff, Michael J. Black:
Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation. GCPR 2018: 567-582
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Timo von Marcard, Roberto Henschel, Michael J. Black, Bodo Rosenhahn, Gerard Pons-Moll:
Recovering Accurate 3D Human Pose in the Wild Using IMUs and a Moving Camera. ECCV (10) 2018: 614-631
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Joel Janai, Fatma Güney, Anurag Ranjan, Michael J. Black, Andreas Geiger:
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions. ECCV (16) 2018: 713-731
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Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, Michael J. Black:
Generating 3D Faces Using Convolutional Mesh Autoencoders. ECCV (3) 2018: 725-741
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Nikolas Hesse, Sergi Pujades, Javier Romero, Michael J. Black, Christoph Bodensteiner, Michael Arens, Ulrich G. Hofmann, Uta Tacke, Mijna Hadders-Algra, Raphael Weinberger, Wolfgang Müller-Felber, A. Sebastian Schroeder:
Learning an Infant Body Model from RGB-D Data for Accurate Full Body Motion Analysis. MICCAI (1) 2018: 792-800
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Rahul Tallamraju, Sujit Rajappa, Michael J. Black, Kamalakar Karlapalem, Aamir Ahmad:
Decentralized MPC based Obstacle Avoidance for Multi-Robot Target Tracking Scenarios. SSRR 2018: 1-8
[i23]
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Eric Price, Guilherme Lawless, Heinrich H. Bülthoff, Michael J. Black, Aamir Ahmad:
Deep Neural Network-based Cooperative Visual Tracking through Multiple Micro Aerial Vehicles. CoRR abs/1802.01346 (2018)
[i22]
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Rahul Tallamraju, Sujit Rajappa, Michael J. Black, Kamalakar Karlapalem, Aamir Ahmad:
Decentralized MPC based Obstacle Avoidance for Multi-Robot Target Tracking Scenarios. CoRR abs/1805.09633 (2018)
[i21]
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Anurag Ranjan, Varun Jampani, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black:
Adversarial Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation. CoRR abs/1805.09806 (2018)
[i20]
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Partha Ghosh, Arpan Losalka, Michael J. Black:
Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders. CoRR abs/1806.00081 (2018)
[i19]
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Anurag Ranjan, Javier Romero, Michael J. Black:
Learning Human Optical Flow. CoRR abs/1806.05666 (2018)
[i18]
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Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, Michael J. Black:
Generating 3D faces using Convolutional Mesh Autoencoders. CoRR abs/1807.10267 (2018)
[i17]
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Jonas Wulff, Michael J. Black:
Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation. CoRR abs/1809.08317 (2018)
[i16]
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  - journals/corr/abs-1810-04703
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Yinghao Huang, Manuel Kaufmann, Emre Aksan, Michael J. Black, Otmar Hilliges, Gerard Pons-Moll:
Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time. CoRR abs/1810.04703 (2018)
[i15]
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Nikolas Hesse, Sergi Pujades, Michael J. Black, Michael Arens, Ulrich G. Hofmann, A. Sebastian Schroeder:
Learning and Tracking the 3D Body Shape of Freely Moving Infants from RGB-D sequences. CoRR abs/1810.07538 (2018)
[i14]
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Jie Song, Bjoern Andres, Michael J. Black, Otmar Hilliges, Siyu Tang:
End-to-end Learning for Graph Decomposition. CoRR abs/1812.09737 (2018)
2017
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Timo von Marcard, Bodo Rosenhahn, Michael J. Black, Gerard Pons-Moll:
Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs. Comput. Graph. Forum 36(2): 349-360 (2017)
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Meekyoung Kim, Gerard Pons-Moll, Sergi Pujades, Seungbae Bang, Jinwook Kim, Michael J. Black, Sung-Hee Lee:
Data-driven physics for human soft tissue animation. ACM Trans. Graph. 36(4): 54:1-54:12 (2017)
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Gerard Pons-Moll, Sergi Pujades, Sonny Hu, Michael J. Black:
ClothCap: seamless 4D clothing capture and retargeting. ACM Trans. Graph. 36(4): 73:1-73:15 (2017)
[j40]
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Tianye Li, Timo Bolkart, Michael J. Black, Hao Li, Javier Romero:
Learning a model of facial shape and expression from 4D scans. ACM Trans. Graph. 36(6): 194:1-194:17 (2017)
[j39]
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Javier Romero, Dimitrios Tzionas, Michael J. Black:
Embodied hands: modeling and capturing hands and bodies together. ACM Trans. Graph. 36(6): 245:1-245:17 (2017)
[c124]
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Sophie Kenny, Naureen Mahmood, Claire Honda, Michael J. Black, Nikolaus F. Troje:
Effects of animation retargeting on perceived action outcomes. SAP 2017: 2:1-2:7
[c123]
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Joel Janai, Fatma Güney, Jonas Wulff, Michael J. Black, Andreas Geiger:
Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data. CVPR 2017: 1406-1416
[c122]
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Judith Bütepage, Michael J. Black, Danica Kragic, Hedvig Kjellström:
Deep Representation Learning for Human Motion Prediction and Classification. CVPR 2017: 1591-1599
[c121]
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Anurag Ranjan, Michael J. Black:
Optical Flow Estimation Using a Spatial Pyramid Network. CVPR 2017: 2720-2729
[c120]
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Ali Osman Ulusoy, Michael J. Black, Andreas Geiger:
Semantic Multi-view Stereo: Jointly Estimating Objects and Voxels. CVPR 2017: 4531-4540
[c119]
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Gül Varol, Javier Romero, Xavier Martin, Naureen Mahmood, Michael J. Black, Ivan Laptev, Cordelia Schmid:
Learning from Synthetic Humans. CVPR 2017: 4627-4635
[c118]
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Julieta Martinez, Michael J. Black, Javier Romero:
On Human Motion Prediction Using Recurrent Neural Networks. CVPR 2017: 4674-4683
[c117]
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Christoph Lassner, Javier Romero, Martin Kiefel, Federica Bogo, Michael J. Black, Peter V. Gehler:
Unite the People: Closing the Loop Between 3D and 2D Human Representations. CVPR 2017: 4704-4713
[c116]
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Chao Zhang, Sergi Pujades, Michael J. Black, Gerard Pons-Moll:
Detailed, Accurate, Human Shape Estimation from Clothed 3D Scan Sequences. CVPR 2017: 5484-5493
[c115]
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Silvia Zuffi, Angjoo Kanazawa, David W. Jacobs, Michael J. Black:
3D Menagerie: Modeling the 3D Shape and Pose of Animals. CVPR 2017: 5524-5532
[c114]
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Federica Bogo, Javier Romero, Gerard Pons-Moll, Michael J. Black:
Dynamic FAUST: Registering Human Bodies in Motion. CVPR 2017: 5573-5582
[c113]
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Jonas Wulff, Laura Sevilla-Lara, Michael J. Black:
Optical Flow in Mostly Rigid Scenes. CVPR 2017: 6911-6920
[i13]
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Gül Varol, Javier Romero, Xavier Martin, Naureen Mahmood, Michael J. Black, Ivan Laptev, Cordelia Schmid:
Learning from Synthetic Humans. CoRR abs/1701.01370 (2017)
[i12]
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Christoph Lassner, Javier Romero, Martin Kiefel, Federica Bogo, Michael J. Black, Peter V. Gehler:
Unite the People: Closing the Loop Between 3D and 2D Human Representations. CoRR abs/1701.02468 (2017)
[i11]
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Judith Bütepage, Michael J. Black, Danica Kragic, Hedvig Kjellström:
Deep representation learning for human motion prediction and classification. CoRR abs/1702.07486 (2017)
[i10]
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Chao Zhang, Sergi Pujades, Michael J. Black, Gerard Pons-Moll:
Detailed, accurate, human shape estimation from clothed 3D scan sequences. CoRR abs/1703.04454 (2017)
[i9]
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Timo von Marcard, Bodo Rosenhahn, Michael J. Black, Gerard Pons-Moll:
Sparse Inertial Poser: Automatic 3D Human Pose Estimation from Sparse IMUs. CoRR abs/1703.08014 (2017)
[i8]
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Jonas Wulff, Laura Sevilla-Lara, Michael J. Black:
Optical Flow in Mostly Rigid Scenes. CoRR abs/1705.01352 (2017)
[i7]
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Julieta Martinez, Michael J. Black, Javier Romero:
On human motion prediction using recurrent neural networks. CoRR abs/1705.02445 (2017)
[i6]
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Angjoo Kanazawa, Michael J. Black, David W. Jacobs, Jitendra Malik:
End-to-end Recovery of Human Shape and Pose. CoRR abs/1712.06584 (2017)
[i5]
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Laura Sevilla-Lara, Yiyi Liao, Fatma Güney, Varun Jampani, Andreas Geiger, Michael J. Black:
On the Integration of Optical Flow and Action Recognition. CoRR abs/1712.08416 (2017)
2016
[j38]
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Søren Hauberg, Aasa Feragen, Raffi Enficiaud, Michael J. Black:
Scalable Robust Principal Component Analysis Using Grassmann Averages. IEEE Trans. Pattern Anal. Mach. Intell. 38(11): 2298-2311 (2016)
[j37]
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Stephan Streuber, Maria Alejandra Quiros-Ramirez, Matthew Q. Hill, Carina A. Hahn, Silvia Zuffi, Alice J. O'Toole, Michael J. Black:
Body talk: crowdshaping realistic 3D avatars with words. ACM Trans. Graph. 35(4): 54:1-54:14 (2016)
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Huan Fu, Chaohui Wang, Dacheng Tao, Michael J. Black:
Occlusion Boundary Detection via Deep Exploration of Context. CVPR 2016: 241-250
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Ali Osman Ulusoy, Michael J. Black, Andreas Geiger:
Patches, Planes and Probabilities: A Non-Local Prior for Volumetric 3D Reconstruction. CVPR 2016: 3280-3289
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Laura Sevilla-Lara, Deqing Sun, Varun Jampani, Michael J. Black:
Optical Flow with Semantic Segmentation and Localized Layers. CVPR 2016: 3889-3898
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Yi-Hsuan Tsai, Ming-Hsuan Yang, Michael J. Black:
Video Segmentation via Object Flow. CVPR 2016: 3899-3908
[c108]
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Federica Bogo, Angjoo Kanazawa, Christoph Lassner, Peter V. Gehler, Javier Romero, Michael J. Black:
Keep It SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image. ECCV (5) 2016: 561-578
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Reuben Fleming, Betty J. Mohler, Javier Romero, Michael J. Black, Martin Breidt:
Appealing Avatars from 3D Body Scans: Perceptual Effects of Stylization. VISIGRAPP (Revised Selected Papers) 2016: 175-196
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Reuben Fleming, Betty J. Mohler, Javier Romero, Michael J. Black, Martin Breidt:
Appealing Female Avatars from 3D Body Scans: Perceptual Effects of Stylization. VISIGRAPP (1: GRAPP) 2016: 335-345
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Michael J. Black, Javier Romero, Gerard Pons-Moll, Federica Bogo, Naureen Mahmood:
Learning human body shapes in motion. SIGGRAPH Courses 2016: 17:1-17:411
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Laura Sevilla-Lara, Deqing Sun, Varun Jampani, Michael J. Black:
Optical Flow with Semantic Segmentation and Localized Layers. CoRR abs/1603.03911 (2016)
[i3]
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Federica Bogo, Angjoo Kanazawa, Christoph Lassner, Peter V. Gehler, Javier Romero, Michael J. Black:
Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image. CoRR abs/1607.08128 (2016)
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Anurag Ranjan, Michael J. Black:
Optical Flow Estimation using a Spatial Pyramid Network. CoRR abs/1611.00850 (2016)
[i1]
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Silvia Zuffi, Angjoo Kanazawa, David W. Jacobs, Michael J. Black:
3D Menagerie: Modeling the 3D shape and pose of animals. CoRR abs/1611.07700 (2016)
2015
[j36]
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Carlos E. Vargas-Irwin, David M. Brandman, Jonas B. Zimmermann, John P. Donoghue, Michael J. Black:
Spike Train SIMilarity Space (SSIMS): A Framework for Single Neuron and Ensemble Data Analysis. Neural Comput. 27(1): 1-31 (2015)
[j35]
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Gerard Pons-Moll, Javier Romero, Naureen Mahmood, Michael J. Black:
Dyna: a model of dynamic human shape in motion. ACM Trans. Graph. 34(4): 120:1-120:14 (2015)
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Matthew Loper, Naureen Mahmood, Javier Romero, Gerard Pons-Moll, Michael J. Black:
SMPL: a skinned multi-person linear model. ACM Trans. Graph. 34(6): 248:1-248:16 (2015)
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Ali Osman Ulusoy, Andreas Geiger, Michael J. Black:
Towards Probabilistic Volumetric Reconstruction Using Ray Potentials. 3DV 2015: 10-18
[c103]
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Anna C. Wellerdiek, Martin Breidt, Michael N. Geuss, Stephan Streuber, Uwe Kloos, Michael J. Black, Betty J. Mohler:
Perception of strength and power of realistic male characters. SAP 2015: 7-14
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Jonas Wulff, Michael J. Black:
Efficient sparse-to-dense optical flow estimation using a learned basis and layers. CVPR 2015: 120-130
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Ijaz Akhter, Michael J. Black:
Pose-conditioned joint angle limits for 3D human pose reconstruction. CVPR 2015: 1446-1455
[c100]
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Silvia Zuffi, Michael J. Black:
The stitched puppet: A graphical model of 3D human shape and pose. CVPR 2015: 3537-3546
[c99]
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Javier Romero, Matthew Loper, Michael J. Black:
FlowCap: 2D Human Pose from Optical Flow. GCPR 2015: 412-423
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Federica Bogo, Michael J. Black, Matthew Loper, Javier Romero:
Detailed Full-Body Reconstructions of Moving People from Monocular RGB-D Sequences. ICCV 2015: 2300-2308
[c97]
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Naejin Kong, Michael J. Black:
Intrinsic Depth: Improving Depth Transfer with Intrinsic Images. ICCV 2015: 3514-3522
2014
[j33]
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Deqing Sun, Stefan Roth, Michael J. Black:
A Quantitative Analysis of Current Practices in Optical Flow Estimation and the Principles Behind Them. Int. J. Comput. Vis. 106(2): 115-137 (2014)
[j32]
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Ivelina V. Piryankova, Jeanine K. Stefanucci, Javier Romero, Stephan de la Rosa, Michael J. Black, Betty J. Mohler:
Can I Recognize My Body's Weight? The Influence of Shape and Texture on the Perception of Self. ACM Trans. Appl. Percept. 11(3): 13:1-13:18 (2014)
[j31]
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Aggeliki Tsoli, Naureen Mahmood, Michael J. Black:
Breathing life into shape: capturing, modeling and animating 3D human breathing. ACM Trans. Graph. 33(4): 52:1-52:11 (2014)
[j30]
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Matthew Loper, Naureen Mahmood, Michael J. Black:
MoSh: motion and shape capture from sparse markers. ACM Trans. Graph. 33(6): 220:1-220:13 (2014)
[c96]
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Oren Freifeld, Søren Hauberg, Michael J. Black:
Model Transport: Towards Scalable Transfer Learning on Manifolds. CVPR 2014: 1378-1385
[c95]
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Federica Bogo, Javier Romero, Matthew Loper, Michael J. Black:
FAUST: Dataset and Evaluation for 3D Mesh Registration. CVPR 2014: 3794-3801
[c94]
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Søren Hauberg, Aasa Feragen, Michael J. Black:
Grassmann Averages for Scalable Robust PCA. CVPR 2014: 3810-3817
[c93]
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Matthew M. Loper, Michael J. Black:
OpenDR: An Approximate Differentiable Renderer. ECCV (7) 2014: 154-169
[c92]
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Jonas Wulff, Michael Julian Black:
Modeling Blurred Video with Layers. ECCV (6) 2014: 236-252
[c91]
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Naejin Kong, Peter V. Gehler, Michael J. Black:
Intrinsic Video. ECCV (2) 2014: 360-375
[c90]
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Laura Sevilla-Lara, Deqing Sun, Erik G. Learned-Miller, Michael J. Black:
Optical Flow Estimation with Channel Constancy. ECCV (1) 2014: 423-438
[c89]
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Jason Pacheco, Silvia Zuffi, Michael J. Black, Erik B. Sudderth:
Preserving Modes and Messages via Diverse Particle Selection. ICML 2014: 1152-1160
[c88]
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Federica Bogo, Javier Romero, Enoch Peserico, Michael J. Black:
Automated Detection of New or Evolving Melanocytic Lesions Using a 3D Body Model. MICCAI (1) 2014: 593-600
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Aggeliki Tsoli, Matthew Loper, Michael J. Black:
Model-based anthropometry: Predicting measurements from 3D human scans in multiple poses. WACV 2014: 83-90
2013
[j29]
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Michael J. Black, Mahmood Alhusseini, Mohamed Nabil Noui-Mehidi:
High Salinity Permittivity Models for Water Cut Sensing. IEEE Trans. Instrum. Meas. 62(10): 2805-2811 (2013)
[c86]
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Deqing Sun, Jonas Wulff, Erik B. Sudderth, Hanspeter Pfister, Michael J. Black:
A Fully-Connected Layered Model of Foreground and Background Flow. CVPR 2013: 2451-2458
[c85]
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Hueihan Jhuang, Juergen Gall, Silvia Zuffi, Cordelia Schmid, Michael J. Black:
Towards Understanding Action Recognition. ICCV 2013: 3192-3199
[c84]
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Silvia Zuffi, Javier Romero, Cordelia Schmid, Michael J. Black:
Estimating Human Pose with Flowing Puppets. ICCV 2013: 3312-3319
[p2]
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Alexander Weiss, David A. Hirshberg, Michael J. Black:
Home 3D Body Scans from a Single Kinect. Consumer Depth Cameras for Computer Vision 2013: 99-117
2012
[j28]
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Leonid Sigal, Michael Isard, Horst W. Haussecker, Michael J. Black:
Loose-limbed People: Estimating 3D Human Pose and Motion Using Non-parametric Belief Propagation. Int. J. Comput. Vis. 98(1): 15-48 (2012)
[j27]
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Peng Guan, Loretta Reiss, David A. Hirshberg, Alexander Weiss, Michael J. Black:
DRAPE: DRessing Any PErson. ACM Trans. Graph. 31(4): 35:1-35:10 (2012)
[c83]
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Deqing Sun, Erik B. Sudderth, Michael J. Black:
Layered segmentation and optical flow estimation over time. CVPR 2012: 1768-1775
[c82]
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Silvia Zuffi, Oren Freifeld, Michael J. Black:
From Pictorial Structures to deformable structures. CVPR 2012: 3546-3553
[c81]
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Oren Freifeld, Michael J. Black:
Lie Bodies: A Manifold Representation of 3D Human Shape. ECCV (1) 2012: 1-14
[c80]
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Jonas Wulff, Daniel J. Butler, Garrett B. Stanley, Michael J. Black:
Lessons and Insights from Creating a Synthetic Optical Flow Benchmark. ECCV Workshops (2) 2012: 168-177
[c79]
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David A. Hirshberg, Matthew Loper, Eric Rachlin, Michael J. Black:
Coregistration: Simultaneous Alignment and Modeling of Articulated 3D Shape. ECCV (6) 2012: 242-255
[c78]
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Daniel J. Butler, Jonas Wulff, Garrett B. Stanley, Michael J. Black:
A Naturalistic Open Source Movie for Optical Flow Evaluation. ECCV (6) 2012: 611-625
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Justin D. Foster, Paul Nuyujukian, Oren Freifeld, Stephen I. Ryu, Michael J. Black, Krishna V. Shenoy:
A framework for relating neural activity to freely moving behavior. EMBC 2012: 2736-2739
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Soumya Ghosh, Erik B. Sudderth, Matthew Loper, Michael J. Black:
From Deformations to Parts: Motion-based Segmentation of 3D Objects. NIPS 2012: 2006-2014
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Søren Hauberg, Oren Freifeld, Michael J. Black:
A Geometric take on Metric Learning. NIPS 2012: 2033-2041
2011
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Simon Baker, Daniel Scharstein, J. P. Lewis, Stefan Roth, Michael J. Black, Richard Szeliski:
A Database and Evaluation Methodology for Optical Flow. Int. J. Comput. Vis. 92(1): 1-31 (2011)
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Aggeliki Tsoli, Michael J. Black:
Shape- and Pose-Invariant Correspondences Using Probabilistic Geodesic Surface Embedding. DAGM-Symposium 2011: 256-265
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Alexander Weiss, David A. Hirshberg, Michael J. Black:
Home 3D body scans from noisy image and range data. ICCV 2011: 1951-1958
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Mykhaylo Andriluka, Leonid Sigal, Michael J. Black:
Benchmark Datasets for Pose Estimation and Tracking. Visual Analysis of Humans 2011: 253-275
2010
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Leonid Sigal, Michael J. Black:
Guest Editorial: State of the Art in Image- and Video-Based Human Pose and Motion Estimation. Int. J. Comput. Vis. 87(1-2): 1-3 (2010)
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Leonid Sigal, Alexandru O. Balan, Michael J. Black:
HumanEva: Synchronized Video and Motion Capture Dataset and Baseline Algorithm for Evaluation of Articulated Human Motion. Int. J. Comput. Vis. 87(1-2): 4-27 (2010)
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Oren Freifeld, Alexander Weiss, Silvia Zuffi, Michael J. Black:
Contour people: A parameterized model of 2D articulated human shape. CVPR 2010: 639-646
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Hedvig Kjellström, Danica Kragic, Michael J. Black:
Tracking people interacting with objects. CVPR 2010: 747-754
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Deqing Sun, Stefan Roth, Michael J. Black:
Secrets of optical flow estimation and their principles. CVPR 2010: 2432-2439
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Peng Guan, Oren Freifeld, Michael J. Black:
A 2D Human Body Model Dressed in Eigen Clothing. ECCV (1) 2010: 285-298
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Deqing Sun, Erik B. Sudderth, Michael J. Black:
Layered image motion with explicit occlusions, temporal consistency, and depth ordering. NIPS 2010: 2226-2234

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
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Stefan Roth, Michael J. Black:
Fields of Experts. Int. J. Comput. Vis. 82(2): 205-229 (2009)
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Peng Guan, Alexander Weiss, Alexandru O. Balan, Michael J. Black:
Estimating human shape and pose from a single image. ICCV 2009: 1381-1388
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Mario Fritz, Michael J. Black, Gary R. Bradski, Sergey Karayev, Trevor Darrell:
An Additive Latent Feature Model for Transparent Object Recognition. NIPS 2009: 558-566
2008
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Alexandru O. Balan, Michael J. Black:
The Naked Truth: Estimating Body Shape Under Clothing. ECCV (2) 2008: 15-29
[c64]
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Deqing Sun, Stefan Roth, J. P. Lewis, Michael J. Black:
Learning Optical Flow. ECCV (3) 2008: 83-97
2007
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Stefan Roth, Michael J. Black:
On the Spatial Statistics of Optical Flow. Int. J. Comput. Vis. 74(1): 33-50 (2007)
[c63]
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Alexandru O. Balan, Leonid Sigal, Michael J. Black, James E. Davis, Horst W. Haussecker:
Detailed Human Shape and Pose from Images. CVPR 2007
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Simon Baker, Daniel Scharstein, J. P. Lewis, Stefan Roth, Michael J. Black, Richard Szeliski:
A Database and Evaluation Methodology for Optical Flow. ICCV 2007: 1-8
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Alexandru O. Balan, Michael J. Black, Horst W. Haussecker, Leonid Sigal:
Shining a Light on Human Pose: On Shadows, Shading and the Estimation of Pose and Shape. ICCV 2007: 1-8
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Stefan Roth, Michael J. Black:
Steerable Random Fields. ICCV 2007: 1-8
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Leonid Sigal, Alexandru O. Balan, Michael J. Black:
Combined discriminative and generative articulated pose and non-rigid shape estimation. NIPS 2007: 1337-1344
2006
[j21]
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Wei Wu, Yun Gao, Elie Bienenstock, John P. Donoghue, Michael J. Black:
Bayesian Population Decoding of Motor Cortical Activity Using a Kalman Filter. Neural Comput. 18(1): 80-118 (2006)
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Leonid Sigal, Michael J. Black:
Predicting 3D People from 2D Pictures. AMDO 2006: 185-195
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Alexandru O. Balan, Michael J. Black:
An Adaptive Appearance Model Approach for Model-based Articulated Object Tracking. CVPR (1) 2006: 758-765
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Stefan Roth, Michael J. Black:
Specular Flow and the Recovery of Surface Structure. CVPR (2) 2006: 1869-1876
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Leonid Sigal, Michael J. Black:
Measure Locally, Reason Globally: Occlusion-sensitive Articulated Pose Estimation. CVPR (2) 2006: 2041-2048
[c54]
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Xiangyang Lan, Stefan Roth, Daniel P. Huttenlocher, Michael J. Black:
Efficient Belief Propagation with Learned Higher-Order Markov Random Fields. ECCV (2) 2006: 269-282
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Frank Wood, Sharon Goldwater, Michael J. Black:
A Non-Parametric Bayesian Approach to Spike Sorting. EMBC 2006: 1165-1168
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Teodor Mihai Moldovan, Stefan Roth, Michael J. Black:
Denoising Archival Films using a Learned Bayesian Model. ICIP 2006: 2641-2644
[c51]
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Gregory Shakhnarovich, Sung-Phil Kim, Michael J. Black:
Nonlinear physically-based models for decoding motor-cortical population activity. NIPS 2006: 1257-1264
2005
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Dirk Ormoneit, Michael J. Black, Trevor Hastie, Hedvig Kjellström:
Representing cyclic human motion using functional analysis. Image Vis. Comput. 23(14): 1264-1276 (2005)
[c50]
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Stefan Roth, Michael J. Black:
Fields of Experts: A Framework for Learning Image Priors. CVPR (2) 2005: 860-867
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Hulya Yalcin, Martial Hebert, Robert T. Collins, Michael J. Black:
A Flow-Based Approach to Vehicle Detection and Background Mosaicking in Airborne Video. CVPR (2) 2005: 1202
[c48]
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Stefan Roth, Michael J. Black:
On the Spatial Statistics of Optical Flow. ICCV 2005: 42-49
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Frank D. Wood, Stefan Roth, Michael J. Black:
Modeling Neural Population Spiking Activity with Gibbs Distributions. NIPS 2005: 1537-1544
2004
[j19]
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Frank D. Wood, Michael J. Black, Carlos Vargas-Irwin, Matthew Fellows, John P. Donoghue:
On the variability of manual spike sorting. IEEE Trans. Biomed. Eng. 51(6): 912-918 (2004)
[j18]
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Wei Wu, Michael J. Black, David Mumford, Yun Gao, Elie Bienenstock, John P. Donoghue:
Modeling and decoding motor cortical activity using a switching Kalman filter. IEEE Trans. Biomed. Eng. 51(6): 933-942 (2004)
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Sidharth Bhatia, Leonid Sigal, Michael Isard, Michael J. Black:
3D Human Limb Detection using Space Carving and Multi-View Eigen Models. CVPR Workshops 2004: 17
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Hulya Yalcin, Michael J. Black, Ronan Fablet:
The Dense Estimation of Motion and Appearance in Layers. CVPR Workshops 2004: 165
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Leonid Sigal, Sidharth Bhatia, Stefan Roth, Michael J. Black, Michael Isard:
Tracking Loose-Limbed People. CVPR (1) 2004: 421-428
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Stefan Roth, Leonid Sigal, Michael J. Black:
Gibbs Likelihoods for Bayesian Tracking. CVPR (1) 2004: 886-893
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Leonid Sigal, Ying Zhu, Dorin Comaniciu, Michael J. Black:
Tracking Complex Objects Using Graphical Object Models. IWCM 2004: 223-234
2003
[j17]
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Fernando De la Torre, Michael J. Black:
Robust parameterized component analysis: theory and applications to 2D facial appearance models. Comput. Vis. Image Underst. 91(1-2): 53-71 (2003)
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Michael J. Black, Benjamin B. Kimia:
Guest Editorial: Computational Vision at Brown. Int. J. Comput. Vis. 54(1-3): 5-11 (2003)
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Fernando De la Torre, Michael J. Black:
A Framework for Robust Subspace Learning. Int. J. Comput. Vis. 54(1-3): 117-142 (2003)
[j14]
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Hedvig Sidenbladh, Michael J. Black:
Learning the Statistics of People in Images and Video. Int. J. Comput. Vis. 54(1-3): 183-209 (2003)
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Hanno Scharr, Michael J. Black, Horst W. Haussecker:
Image Statistics and Anisotropic Diffusion. ICCV 2003: 840-847
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Leonid Sigal, Michael Isard, Benjamin H. Sigelman, Michael J. Black:
Attractive People: Assembling Loose-Limbed Models using Non-parametric Belief Propagation. NIPS 2003: 1539-1546
2002
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Ronan Fablet, Michael J. Black:
Automatic Detection and Tracking of Human Motion with a View-Based Representation. ECCV (1) 2002: 476-491
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Fernando De la Torre, Michael J. Black:
Robust Parameterized Component Analysis. ECCV (4) 2002: 653-669
[c37]
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Allan D. Jepson, David J. Fleet, Michael J. Black:
A Layered Motion Representation with Occlusion and Compact Spatial Support. ECCV (1) 2002: 692-706
[c36]
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Hedvig Sidenbladh, Michael J. Black, Leonid Sigal:
Implicit Probabilistic Models of Human Motion for Synthesis and Tracking. ECCV (1) 2002: 784-800
[c35]
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Wei Wu, Michael J. Black, Yun Gao, Elie Bienenstock, Mijail Serruya, A. Shaikhouni, John P. Donoghue:
Neural Decoding of Cursor Motion Using a Kalman Filter. NIPS 2002: 117-124
2001
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Fernando De la Torre, Michael J. Black:
Dynamic Coupled Component Analysis. CVPR (2) 2001: 643-650
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Fernando De la Torre, Michael J. Black:
Robust Principal Component Analysis for Computer Vision. ICCV 2001: 362-369
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Hedvig Sidenbladh, Michael J. Black:
Learning Image Statistics for Bayesian Tracking. ICCV 2001: 709-716
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Yun Gao, Michael J. Black, Elie Bienenstock, Shy Shoham, John P. Donoghue:
Probabilistic Inference of Hand Motion from Neural Activity in Motor Cortex. NIPS 2001: 213-220
2000
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Michael J. Black, David J. Fleet, Yaser Yacoob:
Robustly Estimating Changes in Image Appearance. Comput. Vis. Image Underst. 78(1): 8-31 (2000)
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David J. Fleet, Michael J. Black, Yaser Yacoob, Allan D. Jepson:
Design and Use of Linear Models for Image Motion Analysis. Int. J. Comput. Vis. 36(3): 171-193 (2000)
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Michael J. Black, David J. Fleet:
Probabilistic Detection and Tracking of Motion Boundaries. Int. J. Comput. Vis. 38(3): 231-245 (2000)
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Hedvig Sidenbladh, Michael J. Black, David J. Fleet:
Stochastic Tracking of 3D Human Figures Using 2D Image Motion. ECCV (2) 2000: 702-718
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Hedvig Sidenbladh, Fernando De la Torre, Michael J. Black:
A Framework for Modeling the Appearance of 3D Articulated Figures. FG 2000: 368-377
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Dirk Ormoneit, Hedvig Sidenbladh, Michael J. Black, Trevor Hastie:
Learning and Tracking Cyclic Human Motion. NIPS 2000: 894-900

1990 – 1999

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1999
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Yaser Yacoob, Michael J. Black:
Parameterized Modeling and Recognition of Activities. Comput. Vis. Image Underst. 73(2): 232-247 (1999)
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Michael J. Black:
Explaining Optical Flow Events with Parameterized Spatio-Temporal Models. CVPR 1999: 1326-1332
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Michael J. Black, David J. Fleet:
Probabilistic Detection and Tracking of Motion Discontinuities. ICCV 1999: 551-558
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Michael J. Black, Guillermo Sapiro:
Edges as Outliers: Anisotropic Smoothing Using Local Image Statistics. Scale-Space 1999: 259-270
1998
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Michael J. Black, Allan D. Jepson:
EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation. Int. J. Comput. Vis. 26(1): 63-84 (1998)
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John K. Tsotsos, Gilbert Verghese, Sven J. Dickinson, Michael R. M. Jenkin, Allan D. Jepson, Evangelos E. Milios, Fernando Nuflo, Suzanne Stevenson, Michael J. Black, Dimitris N. Metaxas:
PLAYBOT A visually-guided robot for physically disabled children. Image Vis. Comput. 16(4): 275-292 (1998)
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Shanon X. Ju, Michael J. Black, Scott L. Minneman, Don Kimber:
Summarization of videotaped presentations: automatic analysis of motion and gesture. IEEE Trans. Circuits Syst. Video Technol. 8(5): 686-696 (1998)
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Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger:
Robust anisotropic diffusion. IEEE Trans. Image Process. 7(3): 421-432 (1998)
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Larry S. Davis, Sándor Fejes, David Harwood, Yaser Yacoob, Ismail Haritaoglu, Michael J. Black:
Visual Surveillance of Human Activity. ACCV (2) 1998: 267-274
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David J. Fleet, Michael J. Black, Allan D. Jepson:
Motion Feature Detection Using Steerable Flow Fields. CVPR 1998: 274-281
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Michael J. Black, Allan D. Jepson:
A Probabilistic Framework for Matching Temporal Trajectories: CONDENSATION-Based Recognition of Gestures and Expressions. ECCV (1) 1998: 909-924
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Michael J. Black, Allan D. Jepson:
Recognizing Temporal Trajectories Using the Condensation Algorithm. FG 1998: 16-21
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Yaser Yacoob, Michael J. Black:
Parameterized Modeling and Recognition of Activities. ICCV 1998: 120-127
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Michael J. Black, David J. Fleet, Yaser Yacoob:
A Framework for Modeling Appearance Change in Image Sequences. ICCV 1998: 660-667
1997
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Michael J. Black, Yaser Yacoob:
Recognizing Facial Expressions in Image Sequences Using Local Parameterized Models of Image Motion. Int. J. Comput. Vis. 25(1): 23-48 (1997)
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Michael J. Black, Yaser Yacoob, Allan D. Jepson, David J. Fleet:
Learning Parameterized Models of Image Motion. CVPR 1997: 561-567
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Shanon X. Ju, Michael J. Black, Scott L. Minneman, Don Kimber:
Analysis of Gesture and Action in Technical Talks for Video Indexing. CVPR 1997: 595-601
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Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger:
Robust Anisotropic Diffusion and Sharpening of Scalar and Vector Images. ICIP (1) 1997: 263-266
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Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger:
Robust Anisotropic Diffusion: Connections Between Robust Statistics, Line Processing, and Anisotropic Diffusion. Scale-Space 1997: 323-326
1996
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Michael J. Black, P. Anandan:
The Robust Estimation of Multiple Motions: Parametric and Piecewise-Smooth Flow Fields. Comput. Vis. Image Underst. 63(1): 75-104 (1996)
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Michael J. Black, Anand Rangarajan:
On the unification of line processes, outlier rejection, and robust statistics with applications in early vision. Int. J. Comput. Vis. 19(1): 57-91 (1996)
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Michael J. Black, Allan D. Jepson:
Estimating Optical Flow in Segmented Images Using Variable-Order Parametric Models With Local Deformations. IEEE Trans. Pattern Anal. Mach. Intell. 18(10): 972-986 (1996)
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Shanon X. Ju, Michael J. Black, Allan D. Jepson:
Skin and Bones: Multi-layer, Locally Affine, Optical Flow and Regularization with Transparency. CVPR 1996: 307-314
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Michael J. Black, Allan D. Jepson:
EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation. ECCV (1) 1996: 329-342
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Shanon X. Ju, Michael J. Black, Yaser Yacoob:
Cardboard People: A Parameterized Model of Articulated Image Motion. FG 1996: 38-44
1995
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Michael J. Black, Yaser Yacoob:
Tracking and Recognizing Rigid and Non-Rigid Facial Motions Using Local Parametric Models of Image Motion. ICCV 1995: 374-381
1994
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Michael J. Black, Anand Rangarajan:
The outlier process: unifying line processes and robust statistics. CVPR 1994: 15-22
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Michael J. Black:
Recursive Non-Linear Estimation of Discontinuous Flow Fields. ECCV (1) 1994: 138-145
1993
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Allan D. Jepson, Michael J. Black:
Mixture models for optical flow computation. CVPR 1993: 760-761
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Allan D. Jepson, Michael J. Black:
Mixture Models for Optical Flow Computation. Partitioning Data Sets 1993: 271-286
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Michael J. Black, P. Anandan:
A framework for the robust estimation of optical flow. ICCV 1993: 231-236
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Michael J. Black, Yiannis Aloimonos, Christopher M. Brown, Ian Horswill, Jitendra Malik, Giulio Sandini, Michael J. Tarr:
Action Representation and Purpose: Re-evaluating the Foundations of Computational Vision. IJCAI 1993: 1661-1666
1992
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Michael J. Black:
Combining Intensity and Motion for Incremental Segmentation and Tracking Over Long Image Sequences. ECCV 1992: 485-493
1991
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Michael J. Black, P. Anandan:
Robust dynamic motion estimation over time. CVPR 1991: 296-302
1990
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Michael J. Black, P. Anandan:
Constraints for the Early Detection of Discontinuity from Motion. AAAI 1990: 1060-1066
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Michael J. Black, P. Anandan:
A model for the detection of motion over time. ICCV 1990: 33-37

1980 – 1989

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1986
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Michael J. Black:
The Connection Machine - Book Review. AI Mag. 7(3): 169 (1986)

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