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ORCIDAlex Hauptmann 0001
Alexander Hauptmann 0001 – Alexander G. Hauptmann
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- affiliation: Carnegie Mellon University, Pittsburgh, USA
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2020 – today
- 2024
[c341]Haoyang Wen, Eduard H. Hovy, Alexander Hauptmann:
Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection. ACL (1) 2024: 1467-1480- [c340]Xiaoyu Zhu, Hao Zhou, Pengfei Xing, Long Zhao, Hao Xu, Junwei Liang, Alexander Hauptmann, Ting Liu, Andrew C. Gallagher:
Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models. ECCV (29) 2024: 357-375 - [c339]Yijun Qian
, Jack Urbanek, Alex Hauptmann, Jungdam Won:
Text Motion Translator: A Bi-directional Model for Enhanced 3D Human Motion Generation from Open-Vocabulary Descriptions. ECCV (63) 2024: 398-414 - [c338]Zhi-Qi Cheng, Yifei Dong, Aike Shi, Wei Liu, Yuzhi Hu, Jason O'Connor, Alexander G. Hauptmann, Kate Whitefoot:
SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions. EMNLP (Industry Track) 2024: 303-333 - [c337]Carla Viegas, Roy A. Maxion, Alexander G. Hauptmann, João Magalhães:
The Seven Faces of Stress: Understanding Facial Activity Patterns During Cognitive Stress. FG 2024: 1-9 - [c336]Salvador Medina, Sarah L. Taylor, Carsten Stoll, Gareth Edwards, Alex Hauptmann, Shinji Watanabe, Iain A. Matthews:
PhISANet: Phonetically Informed Speech Animation Network. ICASSP 2024: 8225-8229 - [c335]Lijun Yu, José Lezama, Nitesh Bharadwaj Gundavarapu, Luca Versari, Kihyuk Sohn, David Minnen, Yong Cheng, Agrim Gupta, Xiuye Gu, Alexander G. Hauptmann, Boqing Gong, Ming-Hsuan Yang, Irfan Essa, David A. Ross, Lu Jiang:
Language Model Beats Diffusion - Tokenizer is key to visual generation. ICLR 2024 - [c334]Gabriel Moreira, Manuel Marques, João Paulo Costeira, Alexander Hauptmann:
VICAN: Very Efficient Calibration Algorithm for Large Camera Networks. ICRA 2024: 18020-18026 - [c333]Zebang Cheng, Shuyuan Tu, Dawei Huang, Minghan Li, Xiaojiang Peng, Zhi-Qi Cheng, Alexander G. Hauptmann:
SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition. MRAC@MM 2024: 78-87 - [c332]Yijun Qian, Yujie Lu, Alexander Hauptmann, Oriana Riva:
Visual Grounding for User Interfaces. NAACL (Industry Track) 2024: 97-107 - [c331]Changdae Oh, Hyesu Lim, Mijoo Kim, Dongyoon Han, Sangdoo Yun, Jaegul Choo, Alexander Hauptmann, Zhi-Qi Cheng, Kyungwoo Song:
Towards Calibrated Robust Fine-Tuning of Vision-Language Models. NeurIPS 2024 - [c330]Gabriel Moreira, Manuel Marques, João Paulo Costeira, Alexander G. Hauptmann:
Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin. WACV 2024: 2071-2079 - [i94]Xiaoyu Zhu, Junwei Liang, Po-Yao Huang, Alex Hauptmann:
Adversarially Masked Video Consistency for Unsupervised Domain Adaptation. CoRR abs/2403.16242 (2024) - [i93]Ruohong Zhang, Liangke Gui, Zhiqing Sun, Yihao Feng, Keyang Xu, Yuanhan Zhang, Di Fu, Chunyuan Li, Alexander Hauptmann, Yonatan Bisk, Yiming Yang:
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward. CoRR abs/2404.01258 (2024) - [i92]Xiang Li, Zhi-Qi Cheng, Jun-Yan He, Xiaojiang Peng, Alexander G. Hauptmann:
MM-TTS: A Unified Framework for Multimodal, Prompt-Induced Emotional Text-to-Speech Synthesis. CoRR abs/2404.18398 (2024) - [i91]Gabriel Moreira, Manuel Marques, João Paulo Costeira, Alexander Hauptmann:
VICAN: Very Efficient Calibration Algorithm for Large Camera Networks. CoRR abs/2405.10952 (2024) - [i90]Gabriel Moreira, Alexander Hauptmann, Manuel Marques, João Paulo Costeira:
Learning Visual-Semantic Subspace Representations for Propositional Reasoning. CoRR abs/2405.16213 (2024) - [i89]Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Jingdong Sun, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander Hauptmann:
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. CoRR abs/2406.11161 (2024) - [i88]Minghan Li, Heng Li, Zhi-Qi Cheng, Yifei Dong, Yuxuan Zhou, Jun-Yan He, Qi Dai, Teruko Mitamura, Alexander G. Hauptmann:
Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions. CoRR abs/2406.19236 (2024) - [i87]Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Qi He, Wangmeng Xiang, Hanyuan Chen, Jin-Peng Lan, Xianhui Lin, Kang Zhu, Bin Luo, Yifeng Geng, Xuansong Xie, Alexander G. Hauptmann:
MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis. CoRR abs/2406.19859 (2024) - [i86]Haoyang Wen, Honglei Zhuang, Hamed Zamani, Alexander Hauptmann, Michael Bendersky:
Multimodal Reranking for Knowledge-Intensive Visual Question Answering. CoRR abs/2407.12277 (2024) - [i85]Xiaoyu Zhu, Hao Zhou, Pengfei Xing, Long Zhao, Hao Xu, Junwei Liang, Alexander Hauptmann, Ting Liu, Andrew C. Gallagher:
Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models. CoRR abs/2407.13642 (2024) - [i84]Zhi-Qi Cheng, Yifei Dong, Aike Shi, Wei Liu, Yuzhi Hu, Jason O'Connor, Alexander Hauptmann, Kate Whitefoot:
SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions. CoRR abs/2408.05357 (2024) - [i83]Chao Xu, Mingze Sun, Zhi-Qi Cheng, Fei Wang, Yang Liu, Baigui Sun, Ruqi Huang, Alexander Hauptmann:
Combo: Co-speech holistic 3D human motion generation and efficient customizable adaptation in harmony. CoRR abs/2408.09397 (2024) - [i82]Zebang Cheng, Shuyuan Tu, Dawei Huang, Minghan Li, Xiaojiang Peng, Zhi-Qi Cheng, Alexander G. Hauptmann:
SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition. CoRR abs/2408.10500 (2024) - [i81]Kai Wang, Zekai Li, Zhi-Qi Cheng, Samir Khaki, Ahmad Sajedi, Ramakrishna Vedantam, Konstantinos N. Plataniotis, Alex Hauptmann, Yang You:
Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios. CoRR abs/2410.17193 (2024) - 2023
- [j88]Xiaojun Chang, Pengzhen Ren, Pengfei Xu, Zhihui Li, Xiaojiang Chen, Alex Hauptmann:
A Comprehensive Survey of Scene Graphs: Generation and Application. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 1-26 (2023) - [j87]Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Zhihui Li, Lina Yao, Alex Hauptmann:
TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3848-3861 (2023) - [j86]Mingjie Li, Po-Yao Huang, Xiaojun Chang, Junjie Hu, Yi Yang, Alex Hauptmann:
Video Pivoting Unsupervised Multi-Modal Machine Translation. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3918-3932 (2023) - [j85]Liangke Gui, Yingshan Chang, Qiuyuan Huang, Subhojit Som, Alexander G. Hauptmann, Jianfeng Gao, Yonatan Bisk:
Training Vision-Language Transformers from Captions. Trans. Mach. Learn. Res. 2023 (2023) - [c329]Haoyang Wen, Alexander G. Hauptmann:
Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation. ACL (2) 2023: 1491-1499 - [c328]Haoyang Wen, Zhenxin Xiao, Eduard H. Hovy, Alexander G. Hauptmann:
Towards Open-Domain Twitter User Profile Inference. ACL (Findings) 2023: 3172-3188 - [c327]Xiaoyu Zhu, Po-Yao Huang, Junwei Liang, Celso M. de Melo, Alexander G. Hauptmann:
STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition. CVPR 2023: 1526-1536 - [c326]Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang:
MAGVIT: Masked Generative Video Transformer. CVPR 2023: 10459-10469 - [c325]Lijun Yu, Jin Miao, Xiaoyu Sun, Jiayi Chen, Alexander G. Hauptmann, Hanjun Dai, Wei Wei:
DocumentNet: Bridging the Data Gap in Document Pre-training. EMNLP (Industry Track) 2023: 707-722 - [c324]Yijun Qian, Jack Urbanek, Alexander G. Hauptmann, Jungdam Won:
Breaking The Limits of Text-conditioned 3D Motion Synthesis with Elaborative Descriptions. ICCV 2023: 2306-2316 - [c323]Zhi-Qi Cheng, Qi Dai, Alexander G. Hauptmann:
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules. ICCV 2023: 22145-22156 - [c322]Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin P. Murphy, Alexander G. Hauptmann, Lu Jiang:
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs. NeurIPS 2023 - [i80]Xiaoyu Zhu, Po-Yao Huang, Junwei Liang, Celso M. de Melo, Alexander G. Hauptmann:
STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition. CoRR abs/2303.18177 (2023) - [i79]Zhi-Qi Cheng, Qi Dai, Siyao Li, Jingdong Sun, Teruko Mitamura, Alexander G. Hauptmann:
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules. CoRR abs/2304.02173 (2023) - [i78]Lijun Yu, Jin Miao, Xiaoyu Sun, Jiayi Chen, Alexander G. Hauptmann, Hanjun Dai, Wei Wei:
Document Entity Retrieval with Massive and Noisy Pre-training. CoRR abs/2306.08937 (2023) - [i77]Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin Murphy, Alexander G. Hauptmann, Lu Jiang:
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs. CoRR abs/2306.17842 (2023) - [i76]Gabriel Moreira, Manuel Marques, João Paulo Costeira, Alexander Hauptmann:
Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin. CoRR abs/2309.10013 (2023) - [i75]Lijun Yu, José Lezama, Nitesh Bharadwaj Gundavarapu, Luca Versari, Kihyuk Sohn, David Minnen, Yong Cheng, Agrim Gupta, Xiuye Gu, Alexander G. Hauptmann, Boqing Gong, Ming-Hsuan Yang, Irfan Essa, David A. Ross, Lu Jiang:
Language Model Beats Diffusion - Tokenizer is Key to Visual Generation. CoRR abs/2310.05737 (2023) - 2022
- [j84]En Yu, Jianhua Ma, Jiande Sun, Xiaojun Chang, Huaxiang Zhang, Alexander G. Hauptmann:
Deep Discrete Cross-Modal Hashing with Multiple Supervision. Neurocomputing 486: 215-224 (2022) - [j83]Guoliang Kang, Lu Jiang, Yunchao Wei, Yi Yang, Alexander Hauptmann:
Contrastive Adaptation Network for Single- and Multi-Source Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 1793-1804 (2022) - [c321]Zhi-Qi Cheng, Qi Dai, Hong Li, Jingkuan Song, Xiao Wu, Alexander G. Hauptmann:
Rethinking Spatial Invariance of Convolutional Networks for Object Counting. CVPR 2022: 19606-19616 - [c320]Salvador Medina, Denis Tomè, Carsten Stoll, Mark Tiede, Kevin Munhall, Alex Hauptmann, Iain A. Matthews:
Speech Driven Tongue Animation. CVPR 2022: 20374-20384 - [c319]Yijun Qian, Lijun Yu, Wenhe Liu, Alexander G. Hauptmann:
Rethinking Zero-shot Action Recognition: Learning from Latent Atomic Actions. ECCV (4) 2022: 104-120 - [c318]Zhi-Qi Cheng, Qi Dai, Siyao Li, Teruko Mitamura, Alexander Hauptmann:
GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement. ACM Multimedia 2022: 3272-3281 - [c317]Liangke Gui, Borui Wang, Qiuyuan Huang, Alexander Hauptmann, Yonatan Bisk, Jianfeng Gao:
KAT: A Knowledge Augmented Transformer for Vision-and-Language. NAACL-HLT 2022: 956-968 - [c316]Lijun Yu, Yijun Qian, Wenhe Liu, Alexander G. Hauptmann:
Argus++: Robust Real-time Activity Detection for Unconstrained Video Streams with Overlapping Cube Proposals. WACV (Workshops) 2022: 112-121 - [c315]Yijun Qian, Guoliang Kang, Lijun Yu, Wenhe Liu, Alexander G. Hauptmann:
TRM: Temporal Relocation Module for Video Recognition. WACV (Workshops) 2022: 151-160 - [i74]Lijun Yu, Yijun Qian, Wenhe Liu, Alexander G. Hauptmann:
Argus++: Robust Real-time Activity Detection for Unconstrained Video Streams with Overlapping Cube Proposals. CoRR abs/2201.05290 (2022) - [i73]Liangke Gui, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao:
Training Vision-Language Transformers from Captions Alone. CoRR abs/2205.09256 (2022) - [i72]Zhi-Qi Cheng, Qi Dai, Hong Li, Jingkuan Song, Xiao Wu, Alexander G. Hauptmann:
Rethinking Spatial Invariance of Convolutional Networks for Object Counting. CoRR abs/2206.05253 (2022) - [i71]Zhi-Qi Cheng, Qi Dai, Siyao Li, Teruko Mitamura, Alexander Hauptmann:
GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement. CoRR abs/2208.08965 (2022) - [i70]Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang:
MAGVIT: Masked Generative Video Transformer. CoRR abs/2212.05199 (2022) - 2021
- [c314]Ting-Yao Hu, Alexander G. Hauptmann:
Statistical Distance Metric Learning for Image Set Retrieval. ICASSP 2021: 1765-1769 - [c313]Liangke Gui, Adrien Bardes, Ruslan Salakhutdinov, Alexander Hauptmann, Martial Hebert, Yu-Xiong Wang:
Learning to Hallucinate Examples from Extrinsic and Intrinsic Supervision. ICCV 2021: 8681-8691 - [c312]Ting-Yao Hu, Alexander G. Hauptmann:
Pose Guided Person Image Generation With Hidden P-Norm Regression. ICIP 2021: 2423-2427 - [c311]Mandela Patrick, Po-Yao Huang, Yuki Markus Asano, Florian Metze, Alexander G. Hauptmann, João F. Henriques, Andrea Vedaldi:
Support-set bottlenecks for video-text representation learning. ICLR 2021 - [c310]Xiangtan Lin, Pengzhen Ren, Yun Xiao, Xiaojun Chang, Alex Hauptmann:
Person Search Challenges and Solutions: A Survey. IJCAI 2021: 4500-4507 - [c309]Salvador Medina, Sarah Taylor, Mark Tiede, Alexander G. Hauptmann, Iain A. Matthews:
Importance of Parasagittal Sensor Information in Tongue Motion Capture Through a Diphonic Analysis. Interspeech 2021: 3340-3344 - [c308]Yijun Qian, Lijun Yu, Wenhe Liu, Alexander Hauptmann:
Learning Unbiased Transformer for Long-Tail Sports Action Classification. MediaEval 2021 - [c307]Bei Liu, Jianlong Fu, Shizhe Chen, Qin Jin, Alexander G. Hauptmann, Yong Rui:
MMPT'21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding. ICMR 2021: 694-695 - [c306]Ricardo Gamelas Sousa, Pedro Miguel Ferreira, Pedro Moreira Costa, Pedro Azevedo, João Paulo Costeira, Carlos Santiago, João Magalhães, David Semedo, Rafael Ferreira, Alexander I. Rudnicky, Alexander G. Hauptmann:
iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace. MuCAI @ ACM Multimedia 2021: 25-26 - [c305]João Magalhães, Alexander G. Hauptmann, Ricardo Gamelas Sousa, Carlos Santiago:
MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI. ACM Multimedia 2021: 5702-5703 - [c304]Poyao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alex Hauptmann:
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models. NAACL-HLT 2021: 2443-2459 - [c303]Xiaoyu Zhu, Junwei Liang, Alexander G. Hauptmann:
MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos. WACV 2021: 2022-2031 - [e11]Bei Liu, Jianlong Fu, Shizhe Chen, Qin Jin, Alexander G. Hauptmann, Yong Rui:
MMPT@ICMR2021: Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding, Taipei, Taiwan, August 21, 2021. ACM 2021, ISBN 978-1-4503-8530-5 [contents] - [e10]Alexander Hauptmann, João Magalhães, Ricardo Gamelas Sousa, Carlos Santigo:
MuCAI'21: Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI, Virtual Event, China, 20 October 2021. ACM 2021, ISBN 978-1-4503-8679-1 [contents] - [i69]Ting-Yao Hu, Alexander G. Hauptmann:
Pose Guided Person Image Generation with Hidden p-Norm Regression. CoRR abs/2102.10033 (2021) - [i68]Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander G. Hauptmann:
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models. CoRR abs/2103.08849 (2021) - [i67]Xiaojun Chang, Pengzhen Ren, Pengfei Xu, Zhihui Li, Xiaojiang Chen, Alex Hauptmann:
Scene Graphs: A Survey of Generations and Applications. CoRR abs/2104.01111 (2021) - [i66]Ting-Yao Hu, Zhi-Qi Cheng, Alexander G. Hauptmann:
Subspace Representation Learning for Few-shot Image Classification. CoRR abs/2105.00379 (2021) - [i65]Xiangtan Lin, Pengzhen Ren, Yun Xiao, Xiaojun Chang, Alex Hauptmann:
Person Search Challenges and Solutions: A Survey. CoRR abs/2105.01605 (2021) - [i64]Liangke Gui, Borui Wang, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao:
KAT: A Knowledge Augmented Transformer for Vision-and-Language. CoRR abs/2112.08614 (2021) - 2020
- [j82]Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Mahesh Prakash, Alexander G. Hauptmann:
Few-shot activity recognition with cross-modal memory network. Pattern Recognit. 108: 107348 (2020) - [j81]Ruonan Liu, Boyuan Yang, Alexander G. Hauptmann:
Simultaneous Bearing Fault Recognition and Remaining Useful Life Prediction Using Joint-Loss Convolutional Neural Network. IEEE Trans. Ind. Informatics 16(1): 87-96 (2020) - [j80]Caixia Yan, Qinghua Zheng, Xiaojun Chang, Minnan Luo, Chung-Hsing Yeh, Alexander G. Hauptmann:
Semantics-Preserving Graph Propagation for Zero-Shot Object Detection. IEEE Trans. Image Process. 29: 8163-8176 (2020) - [j79]Wenhe Liu, Xiaojun Chang, Ling Chen, Dinh Phung, Xiaoqin Zhang, Yi Yang, Alexander G. Hauptmann:
Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification. ACM Trans. Intell. Syst. Technol. 11(2): 21:1-21:15 (2020) - [j78]Wenhe Liu, Dong Gong, Mingkui Tan, Qinfeng (Javen) Shi, Yi Yang, Alexander G. Hauptmann:
Learning Distilled Graph for Large-Scale Social Network Data Clustering. IEEE Trans. Knowl. Data Eng. 32(7): 1393-1404 (2020) - [j77]Lingling Zhang, Minnan Luo, Jun Liu, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann:
Deep Top-$k$ Ranking for Image-Sentence Matching. IEEE Trans. Multim. 22(3): 775-785 (2020) - [j76]Shunli Zhang, Li Zhang, Alexander G. Hauptmann:
Fuzzy Least Squares Support Vector Machine With Adaptive Membership for Object Tracking. IEEE Trans. Multim. 22(8): 1998-2011 (2020) - [c302]Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander G. Hauptmann:
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. ACL 2020: 8226-8237 - [c301]Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander G. Hauptmann:
ZSTAD: Zero-Shot Temporal Activity Detection. CVPR 2020: 876-885 - [c300]Yijun Qian, Lijun Yu, Wenhe Liu, Alexander G. Hauptmann:
ELECTRICITY: An Efficient Multi-camera Vehicle Tracking System for Intelligent City. CVPR Workshops 2020: 2511-2519 - [c299]Lijun Yu, Qianyu Feng, Yijun Qian, Wenhe Liu, Alexander G. Hauptmann:
Zero-VIRUS*: Zero-shot Vehicle Route Understanding System for Intelligent Transportation. CVPR Workshops 2020: 2534-2543 - [c298]Junwei Liang, Lu Jiang, Kevin P. Murphy, Ting Yu, Alexander G. Hauptmann:
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction. CVPR 2020: 10505-10515 - [c297]Junwei Liang, Lu Jiang, Alexander G. Hauptmann:
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction. ECCV (13) 2020: 275-292 - [c296]Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Linbo He, Yushan Zhang, Song Yan, Jinyu Yang, Gustavo Fernández, Alexander G. Hauptmann, Alireza Memarmoghadam, Álvaro García-Martín, Andreas Robinson, Anton Varfolomieiev, Awet Haileslassie Gebrehiwot, Bedirhan Uzun, Bin Yan, Bing Li, Chen Qian, Chi-Yi Tsai, Christian Micheloni, Dong Wang, Fei Wang, Fei Xie, Felix Järemo Lawin, Fredrik Gustafsson, Gian Luca Foresti, Goutam Bhat, Guangqi Chen, Haibin Ling, Haitao Zhang, Hakan Cevikalp, Haojie Zhao, Haoran Bai, Hari Chandana Kuchibhotla, Hasan Saribas, Heng Fan, Hossein Ghanei-Yakhdan, Houqiang Li, Houwen Peng, Huchuan Lu, Hui Li, Javad Khaghani, Jesús Bescós, Jianhua Li, Jianlong Fu, Jiaqian Yu, Jingtao Xu, Josef Kittler, Jun Yin, Junhyun Lee, Kaicheng Yu, Kaiwen Liu, Kang Yang, Kenan Dai, Li Cheng, Li Zhang, Lijun Wang, Linyuan Wang, Luc Van Gool, Luca Bertinetto, Matteo Dunnhofer, Miao Cheng, Mohana Murali Dasari, Ning Wang, Pengyu Zhang, Philip H. S. Torr, Qiang Wang, Radu Timofte, Rama Krishna Sai Subrahmanyam Gorthi, Seokeon Choi, Seyed Mojtaba Marvasti-Zadeh, Shao-Chuan Zhao, Shohreh Kasaei, Shoumeng Qiu, Shuhao Chen, Thomas B. Schön, Tianyang Xu, Wei Lu, Weiming Hu, Wengang Zhou, Xi Qiu, Xiao Ke, Xiao-Jun Wu, Xiaolin Zhang, Xiaoyun Yang, Xuefeng Zhu, Yingjie Jiang, Yingming Wang, Yiwei Chen, Yu Ye, Yuezhou Li, Yuncon Yao, Yunsung Lee, Yuzhang Gu, Zezhou Wang, Zhangyong Tang, Zhenhua Feng, Zhijun Mai, Zhipeng Zhang, Zhirong Wu, Ziang Ma:
The Eighth Visual Object Tracking VOT2020 Challenge Results. ECCV Workshops (5) 2020: 547-601 - [c295]Seokeon Choi, Junhyun Lee, Yunsung Lee, Alexander G. Hauptmann:
Robust Long-Term Object Tracking via Improved Discriminative Model Prediction. ECCV Workshops (5) 2020: 602-617 - [c294]Zhong Zhou, Isak Czeresnia Etinger, Florian Metze, Alexander Hauptmann, Alexander Waibel:
Gun Source and Muzzle Head Detection. IMAWM 2020: 1-11 - [c293]Salvador Medina Maza, Evangelia Spiliopoulou, Eduard H. Hovy, Alexander G. Hauptmann:
Event-Related Bias Removal for Real-time Disaster Events. EMNLP (Findings) 2020: 3858-3868 - [c292]Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander G. Hauptmann:
Stacked Pooling for Boosting Scale Invariance of Crowd Counting. ICASSP 2020: 2578-2582 - [c291]Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann, Eduard H. Hovy:
Forward and Backward Multimodal NMT for Improved Monolingual and Multilingual Cross-Modal Retrieval. ICMR 2020: 53-62 - [c290]Alex Hauptmann, João Magalhães, Ricardo Gamelas Sousa, João Paulo Costeira:
MuCAI'20: 1st International Workshop on Multimodal Conversational AI. ACM Multimedia 2020: 4767-4768 - [c289]Guoliang Kang, Yunchao Wei, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann:
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation. NeurIPS 2020 - [c288]Lijun Yu, Yijun Qian, Wenhe Liu, Alexander G. Hauptmann:
CMU Informedia at TRECVID 2020: Activity Detection with Dense Spatio-temporal Proposals. TRECVID 2020 - [c287]Wenhe Liu, Guoliang Kang, Po-Yao Huang, Xiaojun Chang, Lijun Yu, Yijun Qian, Junwei Liang, Liangke Gui, Jing Wen, Peng Chen, Alexander G. Hauptmann:
Argus: Efficient Activity Detection System for Extended Video Analysis. WACV Workshops 2020: 126-133 - [c286]Yijun Qian, Lijun Yu, Wenhe Liu, Guoliang Kang, Alexander G. Hauptmann:
Adaptive Feature Aggregation for Video Object Detection. WACV Workshops 2020: 143-147 - [i63]Zhong Zhou, Isak Czeresnia Etinger, Florian Metze, Alexander G. Hauptmann, Alexander Waibel:
Gun Source and Muzzle Head Detection. CoRR abs/2001.11120 (2020) - [i62]Lijun Yu, Peng Chen, Wenhe Liu, Guoliang Kang, Alexander G. Hauptmann:
Training-free Monocular 3D Event Detection System for Traffic Surveillance. CoRR abs/2002.00137 (2020) - [i61]Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander G. Hauptmann:
ZSTAD: Zero-Shot Temporal Activity Detection. CoRR abs/2003.05583 (2020) - [i60]Junwei Liang, Lu Jiang, Alexander G. Hauptmann:
SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras. CoRR abs/2004.02022 (2020) - [i59]Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander G. Hauptmann:
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. CoRR abs/2005.03119 (2020) - [i58]Xiaoyu Zhu, Junwei Liang, Alexander G. Hauptmann:
MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos. CoRR abs/2006.16479 (2020) - [i57]Xinru Yang, Haozhi Qi, Mingyang Li, Alexander G. Hauptmann:
From A Glance to "Gotcha": Interactive Facial Image Retrieval with Progressive Relevance Feedback. CoRR abs/2007.15683 (2020) - [i56]Seokeon Choi, Junhyun Lee, Yunsung Lee, Alexander G. Hauptmann:
Robust Long-Term Object Tracking via Improved Discriminative Model Prediction. CoRR abs/2008.04722 (2020) - [i55]Mandela Patrick, Po-Yao Huang, Yuki Markus Asano, Florian Metze, Alexander G. Hauptmann, João F. Henriques, Andrea Vedaldi:
Support-set bottlenecks for video-text representation learning. CoRR abs/2010.02824 (2020) - [i54]Guoliang Kang, Yunchao Wei, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann:
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation. CoRR abs/2011.00147 (2020) - [i53]Evangelia Spiliopoulou, Salvador Medina Maza, Eduard H. Hovy, Alexander G. Hauptmann:
Event-Related Bias Removal for Real-time Disaster Events. CoRR abs/2011.00681 (2020) - [i52]Junwei Liang, Liangliang Cao, Xuehan Xiong, Ting Yu, Alexander G. Hauptmann:
Spatial-Temporal Alignment Network for Action Recognition and Detection. CoRR abs/2012.02426 (2020)
2010 – 2019
- 2019
- [j75]Junwei Liang, Lu Jiang, Liangliang Cao, Yannis Kalantidis, Li-Jia Li, Alexander G. Hauptmann:
Focal Visual-Text Attention for Memex Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. 41(8): 1893-1908 (2019) - [j74]Lingling Zhang, Jun Liu, Minnan Luo, Xiaojun Chang, Qinghua Zheng, Alexander G. Hauptmann:
Scheduled sampling for one-shot learning via matching network. Pattern Recognit. 96 (2019) - [j73]Rafael Martin Nieto, Álvaro García-Martín, Alexander G. Hauptmann, José M. Martínez:
Automatic Vacant Parking Places Management System Using Multicamera Vehicle Detection. IEEE Trans. Intell. Transp. Syst. 20(3): 1069-1080 (2019) - [j72]En Yu, Jiande Sun, Jing Li, Xiaojun Chang, Xian-Hua Han, Alexander G. Hauptmann:
Adaptive Semi-Supervised Feature Selection for Cross-Modal Retrieval. IEEE Trans. Multim. 21(5): 1276-1288 (2019) - [j71]Shizhe Chen, Qin Jin, Jia Chen, Alexander G. Hauptmann:
Generating Video Descriptions With Latent Topic Guidance. IEEE Trans. Multim. 21(9): 2407-2418 (2019) - [c285]Shizhe Chen, Qin Jin, Alexander G. Hauptmann:
Unsupervised Bilingual Lexicon Induction from Mono-Lingual Multimodal Data. AAAI 2019: 8207-8214 - [c284]Lijun Yu, Peng Chen, Wenhe Liu, Guoliang Kang, Alexander G. Hauptmann:
Training-free Monocular 3D Event Detection System for Traffic Surveillance. IEEE BigData 2019: 3838-3843 - [c283]Junwei Liang, Jay D. Aronson, Alexander G. Hauptmann:
Shooter Localization Using Videos in the Wild. CBMI 2019: 1-4 - [c282]Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei:
Peeking Into the Future: Predicting Future Person Activities and Locations in Videos. CVPR Workshops 2019: 2960-2963 - [c281]Guoliang Kang, Lu Jiang, Yi Yang, Alexander G. Hauptmann:
Contrastive Adaptation Network for Unsupervised Domain Adaptation. CVPR 2019: 4893-4902 - [c280]Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei:
Peeking Into the Future: Predicting Future Person Activities and Locations in Videos. CVPR 2019: 5725-5734 - [c279]Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann:
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations. EMNLP/IJCNLP (1) 2019: 1461-1467 - [c278]Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Alexander G. Hauptmann:
Learning Spatial Awareness to Improve Crowd Counting. ICCV 2019: 6151-6160 - [c277]En Yu, Jiande Sun, Li Wang, Xiaojun Chang, Huaxiang Zhang, Alexander G. Hauptmann:
Cross-Modal Transfer Hashing Based on Coherent Projection. ICME Workshops 2019: 477-482 - [c276]Anurag Kumar, Ankit Shah, Alexander G. Hauptmann, Bhiksha Raj:
Learning Sound Events from Webly Labeled Data. IJCAI 2019: 2772-2778 - [c275]Po-Yao Huang, Vaibhav, Xiaojun Chang, Alexander G. Hauptmann:
Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks. ICMR 2019: 244-252 - [c274]Ting-Yao Hu, Alexander G. Hauptmann:
Multi-shot Person Re-identification through Set Distance with Visual Distributional Representation. ICMR 2019: 262-270 - [c273]Po-Yao Huang, Guoliang Kang, Wenhe Liu, Xiaojun Chang, Alexander G. Hauptmann:
Annotation Efficient Cross-Modal Retrieval with Adversarial Attentive Alignment. ACM Multimedia 2019: 1758-1767 - [c272]Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Jun-Yan He, Alexander G. Hauptmann:
Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting. ACM Multimedia 2019: 1897-1906 - [c271]Shih-Fu Chang, Louis-Philippe Morency, Alexander G. Hauptmann, Alberto Del Bimbo, Cathal Gurrin, Hayley Hung, Heng Ji, Alan F. Smeaton:
PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade. ACM Multimedia 2019: 2234-2235 - [c270]Junwei Liang, Jay D. Aronson, Alexander G. Hauptmann:
Shooter Localization Using Social Media Videos. ACM Multimedia 2019: 2280-2283 - [c269]Soham Ghosh, Anuva Agarwal, Zarana Parekh, Alexander G. Hauptmann:
ExCL: Extractive Clip Localization Using Natural Language Descriptions. NAACL-HLT (1) 2019: 1984-1990 - [c268]Junpei Zhou, Xinyu Wang, Po-Yao Huang, Alexander G. Hauptmann:
CMU-Informedia at TREC 2019 Incident Streams Track. TREC 2019 - [c267]Xiaojun Chang, Wenhe Liu, Po-Yao Huang, Changlin Li, Fengda Zhu, Mingfei Han, Mingjie Li, Mengyuan Ma, Siyi Hu, Guoliang Kang, Junwei Liang, Liangke Gui, Lijun Yu, Yijun Qian, Jing Wen, Alexander G. Hauptmann:
MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video. TRECVID 2019 - [c266]En Yu, Wenhe Liu, Guoliang Kang, Xiaojun Chang, Jiande Sun, Alexander G. Hauptmann:
Inf@TRECVID 2019: Instance Search Task. TRECVID 2019 - [c265]Jia Chen, Jiang Liu, Junwei Liang, Ting-Yao Hu, Wei Ke, Wayner Barrios, Dong Huang, Alexander G. Hauptmann:
Minding the Gaps in a Video Action Analysis Pipeline. WACV Workshops 2019: 41-46 - [e9]Abdulmotaleb El-Saddik, Alberto Del Bimbo, Zhongfei Zhang, Alexander G. Hauptmann, K. Selçuk Candan, Marco Bertini, Lexing Xie, Xiao-Yong Wei:
Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019. ACM 2019, ISBN 978-1-4503-6765-3 [contents] - [i51]Eduard H. Hovy, Jaime G. Carbonell, Hans Chalupsky, Anatole Gershman, Alex Hauptmann, Florian Metze, Teruko Mitamura, Zaid Sheikh, Ankit Dangi, Aditi Chaudhary, Xianyang Chen, Xiang Kong, Bernie Huang, Salvador Medina, Hector Liu, Xuezhe Ma, Maria Ryskina, Ramon Sanabria, Varun Gangal:
OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. TAC 2019 - [i50]Guoliang Kang, Lu Jiang, Yi Yang, Alexander G. Hauptmann:
Contrastive Adaptation Network for Unsupervised Domain Adaptation. CoRR abs/1901.00976 (2019) - [i49]Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei:
Peeking into the Future: Predicting Future Person Activities and Locations in Videos. CoRR abs/1902.03748 (2019) - [i48]Soham Ghosh, Anuva Agarwal, Zarana Parekh, Alexander G. Hauptmann:
ExCL: Extractive Clip Localization Using Natural Language Descriptions. CoRR abs/1904.02755 (2019) - [i47]Junwei Liang, Jay D. Aronson, Alexander G. Hauptmann:
Technical Report of the DAISY System - Shooter Localization, Models, Interface, and Beyond. CoRR abs/1905.13313 (2019) - [i46]Shizhe Chen, Qin Jin, Alexander G. Hauptmann:
Unsupervised Bilingual Lexicon Induction from Mono-lingual Multimodal Data. CoRR abs/1906.00378 (2019) - [i45]Shizhe Chen, Yuqing Song, Yida Zhao, Qin Jin, Zhaoyang Zeng, Bei Liu, Jianlong Fu, Alexander G. Hauptmann:
Activitynet 2019 Task 3: Exploring Contexts for Dense Captioning Events in Videos. CoRR abs/1907.05092 (2019) - [i44]Shih-Fu Chang, Alexander G. Hauptmann, Louis-Philippe Morency, Sameer K. Antani, Dick C. A. Bulterman, Carlos Busso, Joyce Yue Chai, Julia Hirschberg, Ramesh C. Jain, Ketan Mayer-Patel, Reuven Meth, Raymond J. Mooney, Klara Nahrstedt, Shrikanth S. Narayanan, Prem Natarajan, Sharon L. Oviatt, Balakrishnan Prabhakaran, Arnold W. M. Smeulders, Hari Sundaram, Zhengyou Zhang, Michelle X. Zhou:
Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. CoRR abs/1908.02308 (2019) - [i43]Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Alexander G. Hauptmann:
Learning Spatial Awareness to Improve Crowd Counting. CoRR abs/1909.07057 (2019) - [i42]Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Jun-Yan He, Alexander G. Hauptmann:
Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting. CoRR abs/1909.07608 (2019) - [i41]Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann:
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations. CoRR abs/1910.00058 (2019) - [i40]Junwei Liang, Lu Jiang, Kevin P. Murphy, Ting Yu, Alexander G. Hauptmann:
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction. CoRR abs/1912.06445 (2019) - 2018
- [j70]Zhicheng Zhao, Xuanchong Li, Xingzhong Du, Qi Chen, Yanyun Zhao, Fei Su, Xiaojun Chang, Alexander G. Hauptmann:
A unified framework with a benchmark dataset for surveillance event detection. Neurocomputing 278: 62-74 (2018) - [j69]De Cheng, Yihong Gong, Xiaojun Chang, Weiwei Shi, Alexander G. Hauptmann, Nanning Zheng:
Deep feature learning via structured graph Laplacian embedding for person re-identification. Pattern Recognit. 82: 94-104 (2018) - [j68]Minnan Luo, Xiaojun Chang, Liqiang Nie, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng:
An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition. IEEE Trans. Cybern. 48(2): 648-660 (2018) - [j67]Wenhe Liu, Xiaojun Chang, Yan Yan, Yi Yang, Alexander G. Hauptmann:
Few-Shot Text and Image Classification via Analogical Transfer Learning. ACM Trans. Intell. Syst. Technol. 9(6): 71:1-71:20 (2018) - [j66]Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng:
Adaptive Unsupervised Feature Selection With Structure Regularization. IEEE Trans. Neural Networks Learn. Syst. 29(4): 944-956 (2018) - [j65]Zhigang Ma, Xiaojun Chang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann:
Joint Attributes and Event Analysis for Multimedia Event Detection. IEEE Trans. Neural Networks Learn. Syst. 29(7): 2921-2930 (2018) - [c264]Yi Zhu, Zhen-Zhong Lan, Shawn D. Newsam, Alexander G. Hauptmann:
Hidden Two-Stream Convolutional Networks for Action Recognition. ACCV (3) 2018: 363-378 - [c263]Ankit Parag Shah, Jean-Baptiste Lamare, Tuan Nguyen-Anh, Alexander G. Hauptmann:
CADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis. AVSS 2018: 1-9 - [c262]Lijun Yu, Dawei Zhang, Xiangqun Chen, Alexander G. Hauptmann:
Traffic Danger Recognition With Surveillance Cameras Without Training Data. AVSS 2018: 1-6 - [c261]Liangke Gui, Xiaodan Liang, Xiaojun Chang, Alexander G. Hauptmann:
Adaptive Context-aware Reinforced Agent for Handwritten Text Recognition. BMVC 2018: 207 - [c260]Carla Viegas, Shing-Hon Lau, Roy A. Maxion, Alexander G. Hauptmann:
Towards Independent Stress Detection: A Dependent Model Using Facial Action Units. CBMI 2018: 1-6 - [c259]Jianan Yao, Alexander G. Hauptmann:
News Recommendation and Filter Bubble. CIKM Workshops 2018 - [c258]Jiang Liu, Chenqiang Gao, Deyu Meng, Alexander G. Hauptmann:
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation. CVPR 2018: 5197-5206 - [c257]Junwei Liang, Lu Jiang, Liangliang Cao, Li-Jia Li, Alexander G. Hauptmann:
Focal Visual-Text Attention for Visual Question Answering. CVPR 2018: 6135-6143 - [c256]Xiaojun Chang, Po-Yao Huang, Yi-Dong Shen, Xiaodan Liang, Yi Yang, Alexander G. Hauptmann:
RCAA: Relational Context-Aware Agents for Person Search. ECCV (9) 2018: 86-102 - [c255]Carla Viegas, Shing-Hon Lau, Roy A. Maxion, Alexander G. Hauptmann:
Distinction of stress and non-stress tasks using facial action units. ICMI (adjunct) 2018: 7:1-7:6 - [c254]Shizhe Chen, Jia Chen, Qin Jin, Alexander G. Hauptmann:
Class-aware Self-Attention for Audio Event Recognition. ICMR 2018: 28-36 - [c253]Po-Yao Huang, Junwei Liang, Jean-Baptiste Lamare, Alexander G. Hauptmann:
Multimodal Filtering of Social Media for Temporal Monitoring and Event Analysis. ICMR 2018: 450-457 - [c252]Zhi-Qi Cheng, Xiao Wu, Siyu Huang, Jun-Xiu Li, Alexander G. Hauptmann, Qiang Peng:
Learning to Transfer: Generalizable Attribute Learning with Multitask Neural Model Search. ACM Multimedia 2018: 90-98 - [c251]Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann:
GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning. ACM Multimedia 2018: 2049-2057 - [c250]Jia Chen, Shizhe Chen, Qin Jin, Alexander G. Hauptmann, Po-Yao Huang, Junwei Liang, Vaibhav, Xiaojun Chang, Jiang Liu, Ting-Yao Hu, Wenhe Liu, Wei Ke, Wayner Barrios, Haroon Idrees, Donghyun Yoo, Yaser Sheikh, Ruslan Salakhutdinov, Kris Kitani, Dong Huang:
Informedia @ TRECVID 2018: Ad-hoc Video Search, Video to Text Description, Activities in Extended video. TRECVID 2018 - [r2]Alexander G. Hauptmann:
Video Content Analysis. Encyclopedia of Database Systems (2nd ed.) 2018 - [i39]Eduard H. Hovy, Taylor Berg-Kirkpatrick, Jaime G. Carbonell, Hans Chalupsky, Anatole Gershman, Alexander G. Hauptmann, Florian Metze, Teruko Mitamura, Aditi Chaudhary, Xianyang Chen, Bernie Po-Yao Huang, Hector Zhengzhong Liu, Xuezhe Ma, Shruti Palaskar, Dheeraj Rajagopal, Maria Ryskina, Ramon Sanabria:
OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. TAC 2018 - [i38]Ryota Hinami, Junwei Liang, Shin'ichi Satoh, Alexander G. Hauptmann:
Multimodal Co-Training for Selecting Good Examples from Webly Labeled Video. CoRR abs/1804.06057 (2018) - [i37]Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann:
GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning. CoRR abs/1804.06964 (2018) - [i36]Ankit Shah, Anurag Kumar, Alexander G. Hauptmann, Bhiksha Raj:
A Closer Look at Weak Label Learning for Audio Events. CoRR abs/1804.09288 (2018) - [i35]Junwei Liang, Lu Jiang, Liangliang Cao, Li-Jia Li, Alexander G. Hauptmann:
Focal Visual-Text Attention for Visual Question Answering. CoRR abs/1806.01873 (2018) - [i34]Shizhe Chen, Yuqing Song, Yida Zhao, Jiarong Qiu, Qin Jin, Alexander G. Hauptmann:
RUC+CMU: System Report for Dense Captioning Events in Videos. CoRR abs/1806.08854 (2018) - [i33]Ting-Yao Hu, Xiaojun Chang, Alexander G. Hauptmann:
Learning Distributional Representation and Set Distance for Multi-shot Person Re-identification. CoRR abs/1808.01119 (2018) - [i32]Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann:
Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance. CoRR abs/1808.07456 (2018) - [i31]Ankit Shah, Harini Kesavamoorthy, Poorva Rane, Pramati Kalwad, Alexander G. Hauptmann, Florian Metze:
Activity Recognition on a Large Scale in Short Videos - Moments in Time Dataset. CoRR abs/1809.00241 (2018) - [i30]Ankit Shah, Jean-Baptiste Lamare, Tuan Nguyen Anh, Alexander G. Hauptmann:
Accident Forecasting in CCTV Traffic Camera Videos. CoRR abs/1809.05782 (2018) - [i29]Anurag Kumar, Ankit Shah, Alexander G. Hauptmann, Bhiksha Raj:
Learning Sound Events From Webly Labeled Data. CoRR abs/1811.09967 (2018) - [i28]Lijun Yu, Dawei Zhang, Xiangqun Chen, Alexander G. Hauptmann:
Traffic Danger Recognition With Surveillance Cameras Without Training Data. CoRR abs/1811.11969 (2018) - [i27]Siyu Huang, Zhi-Qi Cheng, Xi Li, Xiao Wu, Zhongfei Zhang, Alexander G. Hauptmann:
Perceiving Physical Equation by Observing Visual Scenarios. CoRR abs/1811.12238 (2018) - 2017
- [j64]Minnan Luo, Xiaojun Chang, Zhihui Li, Liqiang Nie, Alexander G. Hauptmann, Qinghua Zheng:
Simple to complex cross-modal learning to rank. Comput. Vis. Image Underst. 163: 67-77 (2017) - [j63]Linchao Zhu, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann:
Uncovering the Temporal Context for Video Question Answering. Int. J. Comput. Vis. 124(3): 409-421 (2017) - [j62]Ionut C. Duta, Jasper R. R. Uijlings, Bogdan Ionescu, Kiyoharu Aizawa, Alexander G. Hauptmann, Nicu Sebe:
Efficient human action recognition using histograms of motion gradients and VLAD with descriptor shape information. Multim. Tools Appl. 76(21): 22445-22472 (2017) - [j61]Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng:
Avoiding Optimal Mean ℓ2, 1-Norm Maximization-Based Robust PCA for Reconstruction. Neural Comput. 29(4): 1124-1150 (2017) - [j60]Xiaojun Chang, Zhigang Ma, Yi Yang, Zhiqiang Zeng, Alexander G. Hauptmann:
Bi-Level Semantic Representation Analysis for Multimedia Event Detection. IEEE Trans. Cybern. 47(5): 1180-1197 (2017) - [j59]Xiaojun Chang, Zhigang Ma, Ming Lin, Yi Yang, Alexander G. Hauptmann:
Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection. IEEE Trans. Image Process. 26(8): 3911-3920 (2017) - [j58]Zhigang Ma, Xiaojun Chang, Yi Yang, Nicu Sebe, Alexander G. Hauptmann:
The Many Shades of Negativity. IEEE Trans. Multim. 19(7): 1558-1568 (2017) - [c249]Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng:
Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling. AAAI 2017: 2308-2314 - [c248]Lu Jiang, Liangliang Cao, Yannis Kalantidis, Sachin Farfade, Alexander G. Hauptmann:
Visual Memory QA: Your Personal Photo and Video Search Agent. AAAI 2017: 5093-5094 - [c247]Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander G. Hauptmann:
An Event Reconstruction Tool for Conflict Monitoring Using Social Media. AAAI 2017: 5097-5098 - [c246]Junwei Liang, Lu Jiang, Alexander G. Hauptmann:
Webly-Supervised Learning of Multimodal Video Detectors. AAAI 2017: 5099-5100 - [c245]Zhen-Zhong Lan, Yi Zhu, Alexander G. Hauptmann, Shawn D. Newsam:
Deep Local Video Feature for Action Recognition. CVPR Workshops 2017: 1219-1225 - [c244]Junwei Liang, Poyao Huang, Jia Chen, Alexander G. Hauptmann:
Synchronization for multi-perspective videos in the wild. ICASSP 2017: 1592-1596 - [c243]Junwei Liang, Lu Jiang, Alexander G. Hauptmann:
Temporal localization of audio events for conflict monitoring in social media. ICASSP 2017: 1597-1601 - [c242]Hehe Fan, Xiaojun Chang, De Cheng, Yi Yang, Dong Xu, Alexander G. Hauptmann:
Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos. ICCV 2017: 736-744 - [c241]Jiang Liu, Jia Chen, De Cheng, Chenqiang Gao, Alexander G. Hauptmann:
Rewind to track: Parallelized apprenticeship learning with backward tracklets. ICME 2017: 433-438 - [c240]De Cheng, Xiaojun Chang, Li Liu, Alexander G. Hauptmann, Yihong Gong, Nanning Zheng:
Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification. IJCAI 2017: 964-970 - [c239]Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann:
Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data. ICMR 2017: 32-40 - [c238]Haoyue Shi, Jia Chen, Alexander G. Hauptmann:
Joint Saliency Estimation and Matching using Image Regions for Geo-Localization of Online Video. ICMR 2017: 383-391 - [c237]Shizhe Chen, Jia Chen, Qin Jin, Alexander G. Hauptmann:
Video Captioning with Guidance of Multimodal Latent Topics. ACM Multimedia 2017: 1838-1846 - [c236]Qin Jin, Shizhe Chen, Jia Chen, Alexander G. Hauptmann:
Knowing Yourself: Improving Video Caption via In-depth Recap. ACM Multimedia 2017: 1906-1911 - [c235]Ansgar Scherp, Vasileios Mezaris, Thomas Köhler, Alexander G. Hauptmann:
MultiEdTech 2017: 1st International Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training. ACM Multimedia 2017: 1980-1982 - [c234]De Cheng, Lu Jiang, Yihong Gong, Nanning Zheng, Alexander G. Hauptmann:
Video Search via Ranking Network with Very Few Query Exemplars. MMM (2) 2017: 419-430 - [c233]Jia Chen, Junwei Liang, Jiang Liu, Shizhe Chen, Chenqiang Gao, Qin Jin, Alexander G. Hauptmann:
Informedia @ TRECVID 2017. TRECVID 2017 - [c232]Lu Jiang, Yannis Kalantidis, Liangliang Cao, Sachin Farfade, Jiliang Tang, Alexander G. Hauptmann:
Delving Deep into Personal Photo and Video Search. WSDM 2017: 801-810 - [e8]Ansgar Scherp, Vasileios Mezaris, Thomas Köhler, Alexander G. Hauptmann:
Proceedings of the 2017 ACM Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training, MultiEdTech@MM 2017, Mountain View, CA, USA, October 27, 2017. ACM 2017, ISBN 978-1-4503-5508-7 [contents] - [i26]Zhen-Zhong Lan, Yi Zhu, Alexander G. Hauptmann:
Deep Local Video Feature for Action Recognition. CoRR abs/1701.07368 (2017) - [i25]Minnan Luo, Xiaojun Chang, Yi Yang, Liqiang Nie, Alexander G. Hauptmann, Qinghua Zheng:
Simple to Complex Cross-modal Learning to Rank. CoRR abs/1702.01229 (2017) - [i24]Yi Zhu, Zhen-Zhong Lan, Shawn D. Newsam, Alexander G. Hauptmann:
Guided Optical Flow Learning. CoRR abs/1702.02295 (2017) - [i23]Yi Zhu, Zhen-Zhong Lan, Shawn D. Newsam, Alexander G. Hauptmann:
Hidden Two-Stream Convolutional Networks for Action Recognition. CoRR abs/1704.00389 (2017) - [i22]Poyao Huang, Ye Yuan, Zhen-Zhong Lan, Lu Jiang, Alexander G. Hauptmann:
Video Representation Learning and Latent Concept Mining for Large-scale Multi-label Video Classification. CoRR abs/1707.01408 (2017) - [i21]De Cheng, Yihong Gong, Zhihui Li, Weiwei Shi, Alexander G. Hauptmann, Nanning Zheng:
Deep Feature Learning via Structured Graph Laplacian Embedding for Person Re-Identification. CoRR abs/1707.07791 (2017) - [i20]Lu Jiang, Junwei Liang, Liangliang Cao, Yannis Kalantidis, Sachin Farfade, Alexander G. Hauptmann:
MemexQA: Visual Memex Question Answering. CoRR abs/1708.01336 (2017) - [i19]Shizhe Chen, Jia Chen, Qin Jin, Alexander G. Hauptmann:
Video Captioning with Guidance of Multimodal Latent Topics. CoRR abs/1708.09667 (2017) - [i18]Jiang Liu, Chenqiang Gao, Deyu Meng, Alexander G. Hauptmann:
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation. CoRR abs/1712.06679 (2017) - 2016
- [j57]Lu Jiang, Shoou-I Yu, Deyu Meng, Teruko Mitamura, Alexander G. Hauptmann:
Text-to-video: a semantic search engine for internet videos. Int. J. Multim. Inf. Retr. 5(1): 3-18 (2016) - [j56]Fan Zhang, Yang Song, Weidong Cai, Alexander G. Hauptmann, Sidong Liu, Sonia Pujol, Ron Kikinis, Michael J. Fulham, David Dagan Feng, Mei Chen:
Dictionary pruning with visual word significance for medical image retrieval. Neurocomputing 177: 75-88 (2016) - [j55]Lei Zhang, Pinar Duygulu, Wangmeng Zuo, Shiguang Shan, Alexander G. Hauptmann:
Smart computing for large scale visual data sensing and processing. Neurocomputing 178: 1-2 (2016) - [j54]Chenqiang Gao, Yinhe Du, Jiang Liu, Jing Lv, Luyu Yang, Deyu Meng, Alexander G. Hauptmann:
InfAR dataset: Infrared action recognition at different times. Neurocomputing 212: 36-47 (2016) - [c231]Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann:
Dynamic Concept Composition for Zero-Example Event Detection. AAAI 2016: 3464-3470 - [c230]Chuang Gan, Ming C. Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann:
Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition. AAAI 2016: 3487- - [c229]Ionut C. Duta, Jasper R. R. Uijlings, Tuan Anh Nguyen, Kiyoharu Aizawa, Alexander G. Hauptmann, Bogdan Ionescu, Nicu Sebe:
Histograms of Motion Gradients for real-time video classification. CBMI 2016: 1-6 - [c228]Zhen-Zhong Lan, Shoou-I Yu, Dezhong Yao, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann:
The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition. CVPR Workshops 2016: 1196-1205 - [c227]Shoou-I Yu, Deyu Meng, Wangmeng Zuo, Alexander G. Hauptmann:
The Solution Path Algorithm for Identity-Aware Multi-object Tracking. CVPR 2016: 3871-3879 - [c226]Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann:
Learning to Detect Concepts from Webly-Labeled Video Data. IJCAI 2016: 1746-1752 - [c225]Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng:
Avoiding Optimal Mean Robust PCA/2DPCA with Non-greedy ℓ1-Norm Maximization. IJCAI 2016: 1802-1808 - [c224]Qin Jin, Jia Chen, Shizhe Chen, Yifan Xiong, Alexander G. Hauptmann:
Describing Videos using Multi-modal Fusion. ACM Multimedia 2016: 1087-1091 - [c223]Zhiyong Cheng, Xuanchong Li, Jialie Shen, Alexander G. Hauptmann:
Which Information Sources are More Effective and Reliable in Video Search. SIGIR 2016: 1069-1072 - [c222]Junwei Liang, Jia Chen, Poyao Huang, Xuanchong Li, Lu Jiang, Zhenzhong Lan, Pingbo Pan, Hehe Fan, Qin Jin, Jiande Sun, Yang Chen, Yi Yang, Alexander G. Hauptmann:
Informedia @ TRECVID 2016. TRECVID 2016 - [c221]Linchao Zhu, Xuanyi Dong, Yi Yang, Alexander G. Hauptmann:
UTS-CMU-D2DCRC Submission at TRECVID 2016 Video Localization. TRECVID 2016 - [i17]Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann:
Dynamic Concept Composition for Zero-Example Event Detection. CoRR abs/1601.03679 (2016) - [i16]Shoou-I Yu, Yi Yang, Xuanchong Li, Alexander G. Hauptmann:
Long-Term Identity-Aware Multi-Person Tracking for Surveillance Video Summarization. CoRR abs/1604.07468 (2016) - [i15]Shoou-I Yu, Yi Yang, Zhongwen Xu, Shicheng Xu, Deyu Meng, Zexi Mao, Zhigang Ma, Ming Lin, Xuanchong Li, Huan Li, Zhen-Zhong Lan, Lu Jiang, Alexander G. Hauptmann, Chuang Gan, Xingzhong Du, Xiaojun Chang:
Strategies for Searching Video Content with Text Queries or Video Examples. CoRR abs/1606.05705 (2016) - [i14]Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann:
Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning. CoRR abs/1607.04780 (2016) - [i13]Liang Zheng, Yi Yang, Alexander G. Hauptmann:
Person Re-identification: Past, Present and Future. CoRR abs/1610.02984 (2016) - 2015
- [j53]Yi Yang, Zhigang Ma, Feiping Nie, Xiaojun Chang, Alexander G. Hauptmann:
Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization. Int. J. Comput. Vis. 113(2): 113-127 (2015) - [j52]Zan Gao, Hua Zhang, Guangping Xu, Yanbin Xue, Alexander G. Hauptmann:
Multi-view discriminative and structured dictionary learning with group sparsity for human action recognition. Signal Process. 112: 83-97 (2015) - [j51]Yan Yan, Yi Yang, Deyu Meng, Gaowen Liu, Wei Tong, Alexander G. Hauptmann, Nicu Sebe:
Event Oriented Dictionary Learning for Complex Event Detection. IEEE Trans. Image Process. 24(6): 1867-1878 (2015) - [c220]Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann:
Self-Paced Curriculum Learning. AAAI 2015: 2694-2700 - [c219]Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann:
Self-Paced Learning for Matrix Factorization. AAAI 2015: 3196-3202 - [c218]Chuang Gan, Ming Lin, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann:
Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition. AAAI 2015: 3769-3775 - [c217]Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alexander G. Hauptmann, Nicu Sebe:
Complex Event Detection via Event Oriented Dictionary Learning. AAAI 2015: 3841-3847 - [c216]Fan Zhang, Yang Song, Tom Weidong Cai, Alexander G. Hauptmann, Sidong Liu, Siqi Liu, David Dagan Feng, Mei Chen:
Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval. ACALCI 2015: 436-445 - [c215]Xuanchong Li, Kai-min Chang, Yueran Yuan, Alexander G. Hauptmann:
Massive Open Online Proctor: Protecting the Credibility of MOOCs certificates. CSCW 2015: 1129-1137 - [c214]Zhen-Zhong Lan, Ming Lin, Xuanchong Li, Alexander G. Hauptmann, Bhiksha Raj:
Beyond Gaussian Pyramid: Multi-skip Feature Stacking for action recognition. CVPR 2015: 204-212 - [c213]Zhongwen Xu, Yi Yang, Alexander G. Hauptmann:
A discriminative CNN video representation for event detection. CVPR 2015: 1798-1807 - [c212]Chuang Gan, Naiyan Wang, Yi Yang, Dit-Yan Yeung, Alexander G. Hauptmann:
DevNet: A Deep Event Network for multimedia event detection and evidence recounting. CVPR 2015: 2568-2577 - [c211]Mengyi Liu, Xin Liu, Yan Li, Xilin Chen, Alexander G. Hauptmann, Shiguang Shan:
Exploiting Feature Hierarchies with Convolutional Neural Networks for Cultural Event Recognition. ICCV Workshops 2015: 274-279 - [c210]Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Eric P. Xing, Yaoliang Yu:
Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection. IJCAI 2015: 2234-2240 - [c209]Ming Lin, Zhen-Zhong Lan, Alexander G. Hauptmann:
Density Corrected Sparse Recovery when R.I.P. Condition Is Broken. IJCAI 2015: 3664-3670 - [c208]Lu Jiang, Shoou-I Yu, Deyu Meng, Teruko Mitamura, Alexander G. Hauptmann:
Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos. ICMR 2015: 27-34 - [c207]Shoou-I Yu, Lu Jiang, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann:
Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second. ICMR 2015: 419-426 - [c206]Shicheng Xu, Huan Li, Xiaojun Chang, Shoou-I Yu, Xingzhong Du, Xuanchong Li, Lu Jiang, Zexi Mao, Zhen-Zhong Lan, Susanne Burger, Alexander G. Hauptmann:
Incremental Multimodal Query Construction for Video Search. ICMR 2015: 675-678 - [c205]Lu Jiang, Shoou-I Yu, Deyu Meng, Yi Yang, Teruko Mitamura, Alexander G. Hauptmann:
Fast and Accurate Content-based Semantic Search in 100M Internet Videos. ACM Multimedia 2015: 49-58 - [c204]Jia Chen, Qin Jin, Yong Yu, Alexander G. Hauptmann:
Image Profiling for History Events on the Fly. ACM Multimedia 2015: 291-300 - [c203]Xiaojun Chang, Yaoliang Yu, Yi Yang, Alexander G. Hauptmann:
Searching Persuasively: Joint Event Detection and Evidence Recounting with Limited Supervision. ACM Multimedia 2015: 581-590 - [c202]Zhuo Chen, Lu Jiang, Wenlu Hu, Kiryong Ha, Brandon Amos, Padmanabhan Pillai, Alexander G. Hauptmann, Mahadev Satyanarayanan:
Early Implementation Experience with Wearable Cognitive Assistance Applications. WearSys@MobiSys 2015: 33-38 - [c201]Xingzhong Du, Xuanchong Li, Xiaofang Zhou, Alexander G. Hauptmann:
WARD-CMU @ TRECVID 2015. TRECVID 2015 - [c200]Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann:
CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED. TRECVID 2015 - [p2]Alexia Briassouli, Jenny Benois-Pineau, Alexander G. Hauptmann:
Overview of Multimedia in Healthcare. Health Monitoring and Personalized Feedback using Multimedia Data 2015: 1-6 - [p1]Yang Cai, Yi Yang, Alexander G. Hauptmann, Howard D. Wactlar:
Monitoring and Coaching the Use of Home Medical Devices. Health Monitoring and Personalized Feedback using Multimedia Data 2015: 265-283 - [e7]Alexia Briassouli, Jenny Benois-Pineau, Alexander G. Hauptmann:
Health Monitoring and Personalized Feedback using Multimedia Data. Springer 2015, ISBN 978-3-319-17962-9 [contents] - [e6]Alexander G. Hauptmann, Chong-Wah Ngo, Xiangyang Xue, Yu-Gang Jiang, Cees Snoek, Nuno Vasconcelos:
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015. ACM 2015, ISBN 978-1-4503-3274-3 [contents] - [i12]Zhen-Zhong Lan, Xuanchong Li, Ming Lin, Alexander G. Hauptmann:
Long-short Term Motion Feature for Action Classification and Retrieval. CoRR abs/1502.04132 (2015) - [i11]Zhen-Zhong Lan, Dezhong Yao, Ming Lin, Shoou-I Yu, Alexander G. Hauptmann:
The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition. CoRR abs/1505.04427 (2015) - [i10]Zhen-Zhong Lan, Alexander G. Hauptmann:
Beyond Spatial Pyramid Matching: Space-time Extended Descriptor for Action Recognition. CoRR abs/1510.04565 (2015) - [i9]Linchao Zhu, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann:
Uncovering Temporal Context for Video Question and Answering. CoRR abs/1511.04670 (2015) - [i8]Zhen-Zhong Lan, Shoou-I Yu, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann:
Handcrafted Local Features are Convolutional Neural Networks. CoRR abs/1511.05045 (2015) - [i7]Zhen-Zhong Lan, Shoou-I Yu, Alexander G. Hauptmann:
Improving Human Activity Recognition Through Ranking and Re-ranking. CoRR abs/1512.03740 (2015) - [i6]Alexander G. Hauptmann, James Hodson, Juanzi Li, Nicu Sebe, Achim Rettinger:
Cross-Lingual Cross-Media Content Linking: Annotations and Joint Representations (Dagstuhl Seminar 15201). Dagstuhl Reports 5(5): 43-56 (2015) - 2014
- [j50]Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe, Shuicheng Yan, Alexander G. Hauptmann:
Harnessing Lab Knowledge for Real-World Action Recognition. Int. J. Comput. Vis. 109(1-2): 60-73 (2014) - [j49]Zan Gao, Longfei Zhang, Ming-yu Chen, Alexander G. Hauptmann, Hua Zhang, An-Ni Cai:
Enhanced and hierarchical structure algorithm for data imbalance problem in semantic extraction under massive video dataset. Multim. Tools Appl. 68(3): 641-657 (2014) - [j48]Zhen-zhong Lan, Lei Bao, Shoou-I Yu, Wei Liu, Alexander G. Hauptmann:
Multimedia classification and event detection using double fusion. Multim. Tools Appl. 71(1): 333-347 (2014) - [j47]Wei Tong, Yi Yang, Lu Jiang, Shoou-I Yu, Zhen-zhong Lan, Zhigang Ma, Waito Sze, Ehsan Younessian, Alexander G. Hauptmann:
E-LAMP: integration of innovative ideas for multimedia event detection. Mach. Vis. Appl. 25(1): 5-15 (2014) - [j46]Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann:
Knowledge Adaptation with PartiallyShared Features for Event DetectionUsing Few Exemplars. IEEE Trans. Pattern Anal. Mach. Intell. 36(9): 1789-1802 (2014) - [j45]Yue Gao, Rongrong Ji, Longfei Zhang, Alexander G. Hauptmann:
Symbiotic Tracker Ensemble Toward A Unified Tracking Framework. IEEE Trans. Circuits Syst. Video Technol. 24(7): 1122-1131 (2014) - [j44]Sen Wang, Zhigang Ma, Yi Yang, Xue Li, Chaoyi Pang, Alexander G. Hauptmann:
Semi-Supervised Multiple Feature Analysis for Action Recognition. IEEE Trans. Multim. 16(2): 289-298 (2014) - [c199]Xin Liu, Shiguang Shan, Shaoxin Li, Alexander G. Hauptmann:
Everything is in the Face? Represent Faces with Object Bank. ACCV Workshops (3) 2014: 180-193 - [c198]Zhongwen Xu, Ivor W. Tsang, Yi Yang, Zhigang Ma, Alexander G. Hauptmann:
Event Detection Using Multi-level Relevance Labels and Multiple Features. CVPR 2014: 97-104 - [c197]Ahmet Iscen, Yijie Wang, Pinar Duygulu, Alexander G. Hauptmann:
Snippet Based Trajectory Statistics Histograms for Assistive Technologies. ECCV Workshops (4) 2014: 3-16 - [c196]Haoquan Shen, Shoou-I Yu, Yi Yang, Deyu Meng, Alexander G. Hauptmann:
Unsupervised Video Adaptation for Parsing Human Motion. ECCV (5) 2014: 347-360 - [c195]Lu Jiang, Wei Tong, Deyu Meng, Alexander G. Hauptmann:
Towards Efficient Learning of Optimal Spatial Bag-of-Words Representations. ICMR 2014: 121 - [c194]Lu Jiang, Yajie Miao, Yi Yang, Zhen-Zhong Lan, Alexander G. Hauptmann:
Viral Video Style: A Closer Look at Viral Videos on YouTube. ICMR 2014: 193 - [c193]Lu Jiang, Teruko Mitamura, Shoou-I Yu, Alexander G. Hauptmann:
Zero-Example Event Search using MultiModal Pseudo Relevance Feedback. ICMR 2014: 297 - [c192]Chenqiang Gao, Deyu Meng, Wei Tong, Yi Yang, Yang Cai, Haoquan Shen, Gaowen Liu, Shicheng Xu, Alexander G. Hauptmann:
Interactive Surveillance Event Detection through Mid-level Discriminative Representation. ICMR 2014: 305 - [c191]Gaowen Liu, Yan Yan, Chenqiang Gao, Wei Tong, Alexander G. Hauptmann, Nicu Sebe:
The Mystery of Faces: Investigating Face Contribution for Multimedia Event Detection. ICMR 2014: 467 - [c190]Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann:
Multiple Features But Few Labels?: A Symbiotic Solution Exemplified for Video Analysis. ACM Multimedia 2014: 77-86 - [c189]Lu Jiang, Deyu Meng, Teruko Mitamura, Alexander G. Hauptmann:
Easy Samples First: Self-paced Reranking for Zero-Example Multimedia Search. ACM Multimedia 2014: 547-556 - [c188]Shoou-I Yu, Lu Jiang, Alexander G. Hauptmann:
Instructional Videos for Unsupervised Harvesting and Learning of Action Examples. ACM Multimedia 2014: 825-828 - [c187]Zhen-Zhong Lan, Yi Yang, Nicolas Ballas, Shoou-I Yu, Alexander G. Hauptmann:
Resource Constrained Multimedia Event Detection. MMM (1) 2014: 388-399 - [c186]Lu Jiang, Deyu Meng, Shoou-I Yu, Zhen-Zhong Lan, Shiguang Shan, Alexander G. Hauptmann:
Self-Paced Learning with Diversity. NIPS 2014: 2078-2086 - [c185]Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann, Anil Armagan, Yicheng Zhao:
Informedia @ TRECVID 2014. TRECVID 2014 - [i5]Zhen-Zhong Lan, Xuanchong Li, Alexander G. Hauptmann:
Temporal Extension of Scale Pyramid and Spatial Pyramid Matching for Action Recognition. CoRR abs/1408.7071 (2014) - [i4]Zhongwen Xu, Yi Yang, Alexander G. Hauptmann:
A Discriminative CNN Video Representation for Event Detection. CoRR abs/1411.4006 (2014) - [i3]Zhen-Zhong Lan, Ming Lin, Xuanchong Li, Alexander G. Hauptmann, Bhiksha Raj:
Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition. CoRR abs/1411.6660 (2014) - 2013
- [j43]Xiaochun Cao, Xingxing Wei, Yahong Han, Yi Yang, Nicu Sebe, Alexander G. Hauptmann:
Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation. Comput. Vis. Image Underst. 117(8): 934-946 (2013) - [j42]Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, Zhang Xiong:
Corrigendum to cross-domain video concept detection: A joint discriminative and generative active learning approach [Expert Systems with Applications 39 (15) (2012) 12220-12228]. Expert Syst. Appl. 40(16): 6691 (2013) - [j41]Nozha Boujemaa, Alexander G. Hauptmann, Shin'ichi Satoh:
The Future of Multimedia Analysis and Mining: Visions from the Shonan Meeting. IEEE Multim. 20(2): 4-12 (2013) - [j40]Florian Metze, Duo Ding, Ehsan Younessian, Alexander G. Hauptmann:
Beyond audio and video retrieval: topic-oriented multimedia summarization. Int. J. Multim. Inf. Retr. 2(2): 131-144 (2013) - [j39]Longfei Zhang, Ziyu Guan, Alexander G. Hauptmann:
The co-attention model for tiny activity analysis. Neurocomputing 105: 51-60 (2013) - [j38]Chenqiang Gao, Deyu Meng, Yi Yang, Yongtao Wang, Xiaofang Zhou, Alexander G. Hauptmann:
Infrared Patch-Image Model for Small Target Detection in a Single Image. IEEE Trans. Image Process. 22(12): 4996-5009 (2013) - [j37]Yi Yang, Jingkuan Song, Zi Huang, Zhigang Ma, Nicu Sebe, Alexander G. Hauptmann:
Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis. IEEE Trans. Multim. 15(3): 572-581 (2013) - [j36]Yi Yang, Zhigang Ma, Alexander G. Hauptmann, Nicu Sebe:
Feature Selection for Multimedia Analysis by Sharing Information Among Multiple Tasks. IEEE Trans. Multim. 15(3): 661-669 (2013) - [j35]Zhigang Ma, Yi Yang, Nicu Sebe, Kai Zheng, Alexander G. Hauptmann:
Multimedia Event Detection Using A Classifier-Specific Intermediate Representation. IEEE Trans. Multim. 15(7): 1628-1637 (2013) - [c184]Zhigang Ma, Yi Yang, Zhongwen Xu, Shuicheng Yan, Nicu Sebe, Alexander G. Hauptmann:
Complex Event Detection via Multi-source Video Attributes. CVPR 2013: 2627-2633 - [c183]Shoou-I Yu, Yi Yang, Alexander G. Hauptmann:
Harry Potter's Marauder's Map: Localizing and Tracking Multiple Persons-of-Interest by Nonnegative Discretization. CVPR 2013: 3714-3720 - [c182]Ehsan Younessian, Michael Quinn, Teruko Mitamura, Alex Hauptmann:
Multimedia event detection using visual concept signatures. Multimedia Content and Mobile Devices 2013: 866708 - [c181]Yi Yang, Zhigang Ma, Zhongwen Xu, Shuicheng Yan, Alexander G. Hauptmann:
How Related Exemplars Help Complex Event Detection in Web Videos? ICCV 2013: 2104-2111 - [c180]Nicolas Ballas, Yi Yang, Zhen-Zhong Lan, Bertrand Delezoide, Françoise J. Prêteux, Alexander G. Hauptmann:
Space-Time Robust Representation for Action Recognition. ICCV 2013: 2704-2711 - [c179]Zhongwen Xu, Yi Yang, Ivor W. Tsang, Nicu Sebe, Alexander G. Hauptmann:
Feature Weighting via Optimal Thresholding for Video Analysis. ICCV 2013: 3440-3447 - [c178]Sen Wang, Zhongwen Xu, Yi Yang, Xue Li, Chaoyi Pang, Alexander G. Hauptmann:
Fall detection in multi-camera surveillance videos: experimentations and observations. MIIRH@ACM Multimedia 2013: 33-38 - [c177]Yang Cai, Yi Yang, Alexander G. Hauptmann, Howard D. Wactlar:
A cognitive assistive system for monitoring the use of home medical devices. MIIRH@ACM Multimedia 2013: 59-66 - [c176]Zhigang Ma, Yi Yang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann:
We are not equally negative: fine-grained labeling for multimedia event detection. ACM Multimedia 2013: 293-302 - [c175]Qiang Chen, Yang Cai, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti:
Spatio-temporal fisher vector coding for surveillance event detection. ACM Multimedia 2013: 589-592 - [c174]Jenny Benois-Pineau, Alexia Briassouli, Alexander G. Hauptmann:
ACM MM MIIRH 2013: workshop on multimedia indexing and information retrieval for healthcare. ACM Multimedia 2013: 1103-1104 - [c173]Longfei Zhang, Yue Gao, Wei Tong, Gangyi Ding, Alexander G. Hauptmann:
Multi-camera Egocentric Activity Detection for Personal Assistant. MMM (2) 2013: 499-501 - [c172]Zhenzhong Lan, Lu Jiang, Shoou-I Yu, Chenqiang Gao, Shourabh Rawat, Yang Cai, Shicheng Xu, Haoquan Shen, Xuanchong Li, Yipei Wang, Waito Sze, Yan Yan, Zhigang Ma, Nicolas Ballas, Deyu Meng, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Alexander G. Hauptmann:
Informedia@TRECVID 2013. TRECVID 2013 - [e5]Alexia Briassouli, Jenny Benois-Pineau, Alexander G. Hauptmann:
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, MIIRH@ACM Multimedia 2013, Barcelona, Spain, October 22, 2013. ACM 2013, ISBN 978-1-4503-2398-7 [contents] - [e4]Benoit Huet, Chong-Wah Ngo, Jinhui Tang, Zhi-Hua Zhou, Alexander G. Hauptmann, Shuicheng Yan:
Advances in Multimedia Information Processing - PCM 2013 - 14th Pacific-Rim Conference on Multimedia, Nanjing, China, December 13-16, 2013. Proceedings. Lecture Notes in Computer Science 8294, Springer 2013, ISBN 978-3-319-03730-1 [contents] - 2012
- [j34]Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, Zhang Xiong:
Cross-domain video concept detection: A joint discriminative and generative active learning approach. Expert Syst. Appl. 39(15): 12220-12228 (2012) - [j33]Benoit Huet, Tat-Seng Chua, Alexander G. Hauptmann:
Large-Scale Multimedia Data Collections. IEEE Multim. 19(3): 12-14 (2012) - [j32]Zhongfei Zhang, Zhengyou Zhang, Ramesh C. Jain, Yueting Zhuang, Noshir S. Contractor, Alexander G. Hauptmann, Alejandro Jaimes, Wanqing Li, Alexander C. Loui, Tao Mei, Nicu Sebe, Yonghong Tian, Vincent S. Tseng, Qing Wang, Changsheng Xu, Huimin Yu, Shiwen Yu:
Societally connected multimedia across cultures. J. Zhejiang Univ. Sci. C 13(12): 875-880 (2012) - [j31]Edward Y. Chang, Shih-Fu Chang, Alexander G. Hauptmann, Thomas S. Huang, Malcolm Slaney:
Web-Scale Multimedia Processing and Applications [Scanning the Issue]. Proc. IEEE 100(9): 2580-2583 (2012) - [j30]Jun Yang, Wei Tong, Alexander G. Hauptmann:
A Framework for Classifier Adaptation for Large-Scale Multimedia Data. Proc. IEEE 100(9): 2639-2657 (2012) - [j29]Yi Yang, Fei Wu, Feiping Nie, Heng Tao Shen, Yueting Zhuang, Alexander G. Hauptmann:
Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding. IEEE Trans. Image Process. 21(3): 1339-1351 (2012) - [j28]Yang Liu, Fei Wu, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann:
Spline Regression Hashing for Fast Image Search. IEEE Trans. Image Process. 21(10): 4480-4491 (2012) - [j27]Zhigang Ma, Feiping Nie, Yi Yang, Jasper R. R. Uijlings, Nicu Sebe, Alexander G. Hauptmann:
Discriminating Joint Feature Analysis for Multimedia Data Understanding. IEEE Trans. Multim. 14(6): 1662-1672 (2012) - [c171]Yi Yang, Alexander G. Hauptmann, Ming-Yu Chen, Yang Cai, Ashok Bharucha, Howard D. Wactlar:
Learning to predict health status of geriatric patients from observational data. CIBCB 2012: 127-134 - [c170]Sen Wang, Yi Yang, Zhigang Ma, Xue Li, Chaoyi Pang, Alexander G. Hauptmann:
Action recognition by exploring data distribution and feature correlation. CVPR 2012: 1370-1377 - [c169]Atulya Velivelli, Alexander G. Hauptmann:
Human action recognition using a Markovian conditional exponential model. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems 2012: 83040X - [c168]Yue Ming, Qiuqi Ruan, Alexander G. Hauptmann:
Activity Recognition from RGB-D Camera with 3D Local Spatio-temporal Features. ICME 2012: 344-349 - [c167]Duo Ding, Florian Metze, Shourabh Rawat, Peter Franz Schulam, Susanne Burger, Ehsan Younessian, Lei Bao, Michael G. Christel, Alexander G. Hauptmann:
Beyond audio and video retrieval: towards multimedia summarization. ICMR 2012: 2 - [c166]Yang Cai, Wei Tong, Linjun Yang, Alexander G. Hauptmann:
Constrained keypoint quantization: towards better bag-of-words model for large-scale multimedia retrieval. ICMR 2012: 16 - [c165]Zhigang Ma, Alexander G. Hauptmann, Yi Yang, Nicu Sebe:
Classifier-specific intermediate representation for multimedia tasks. ICMR 2012: 50 - [c164]Ehsan Younessian, Teruko Mitamura, Alexander G. Hauptmann:
Multimodal knowledge-based analysis in multimedia event detection. ICMR 2012: 51 - [c163]Lu Jiang, Alexander G. Hauptmann, Guang Xiang:
Leveraging high-level and low-level features for multimedia event detection. ACM Multimedia 2012: 449-458 - [c162]Zhigang Ma, Yi Yang, Yang Cai, Nicu Sebe, Alexander G. Hauptmann:
Knowledge adaptation for ad hoc multimedia event detection with few exemplars. ACM Multimedia 2012: 469-478 - [c161]Longfei Zhang, Yue Gao, Alexander G. Hauptmann, Rongrong Ji, Gangyi Ding, Boaz J. Super:
Symbiotic Black-Box Tracker. MMM 2012: 126-137 - [c160]Zhen-zhong Lan, Lei Bao, Shoou-I Yu, Wei Liu, Alexander G. Hauptmann:
Double Fusion for Multimedia Event Detection. MMM 2012: 173-185 - [c159]Hui Cheng, Jingen Liu, Saad Ali, Omar Javed, Qian Yu, Amir Tamrakar, Ajay Divakaran, Harpreet S. Sawhney, R. Manmatha, James Allan, Alexander G. Hauptmann, Mubarak Shah, Subhabrata Bhattacharya, Afshin Dehghan, Gerald Friedland, Benjamin Elizalde, Trevor Darrell, Michael Witbrock, Jon Curtis:
SRI-Sarnoff AURORA System at TRECVID 2012 Multimedia Event Detection and Recounting. TRECVID 2012 - [c158]Shoou-I Yu, Zhongwen Xu, Duo Ding, Waito Sze, Francisco Vicente, Zhenzhong Lan, Yang Cai, Shourabh Rawat, Peter F. Schulam, Nisarga Markandaiah, Sohail Bahmani, Antonio Juárez, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Lu Jiang, Qiang Chen, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti:
Informedia @TRECVID 2012. TRECVID 2012 - [e3]Klaus Schoeffmann, Bernard Mérialdo, Alexander G. Hauptmann, Chong-Wah Ngo, Yiannis Andreopoulos, Christian Breiteneder:
Advances in Multimedia Modeling - 18th International Conference, MMM 2012, Klagenfurt, Austria, January 4-6, 2012. Proceedings. Lecture Notes in Computer Science 7131, Springer 2012, ISBN 978-3-642-27354-4 [contents] - [i2]Eric P. Xing, Rong Yan, Alexander G. Hauptmann:
Mining Associated Text and Images with Dual-Wing Harmoniums. CoRR abs/1207.1423 (2012) - [i1]Nozha Boujemaa, Alexander G. Hauptmann, Shin'ichi Satoh:
The Future of Multimedia Analysis and Mining (NII Shonan Meeting 2012-9). NII Shonan Meet. Rep. 2012 (2012) - 2011
- [c157]Álvaro García-Martín, Alexander G. Hauptmann, José M. Martínez:
People detection based on appearance and motion models. AVSS 2011: 256-260 - [c156]Lei Bao, Longfei Zhang, Shoou-I Yu, Zhen-zhong Lan, Lu Jiang, Arnold Overwijk, Qin Jin, Shohei Takahashi, Brian Langner, Yuanpeng Li, Michael Garbus, Susanne Burger, Florian Metze, Alexander G. Hauptmann:
Informedia@TRECVID 2011: Surveillance Event Detection. TRECVID 2011 - [c155]Hui Cheng, Amir Tamrakar, Saad Ali, Qian Yu, Omar Javed, Jingen Liu, Ajay Divakaran, Harpreet S. Sawhney, Alexander G. Hauptmann, Mubarak Shah, Subhabrata Bhattacharya, Michael Witbrock, Jon Curtis, Gerald Friedland, Robert Mertens, Trevor Darrell, R. Manmatha, James Allan:
Team SRI-Sarnoff's AURORA System @ TRECVID 2011. TRECVID 2011 - 2010
- [j26]Zan Gao, Marcin Detyniecki, Ming-yu Chen, Alexander G. Hauptmann, Howard D. Wactlar, Anni Cai:
The Application of Spatio-temporal Feature and Multi-Sensor in Home Medical Devices. J. Digit. Content Technol. its Appl. 4(7): 69-78 (2010) - [j25]Yu-Gang Jiang, Jun Yang, Chong-Wah Ngo, Alexander G. Hauptmann:
Representations of Keypoint-Based Semantic Concept Detection: A Comprehensive Study. IEEE Trans. Multim. 12(1): 42-53 (2010) - [j24]Alexander G. Hauptmann, Ming-Yu Chen, Michael G. Christel, Wei-Hao Lin, Jie Yang:
A Multi-Pronged Approach to Improving Semantic Extraction of News Video. J. Signal Process. Syst. 58(3): 373-385 (2010) - [c154]Zan Gao, Ming-yu Chen, Alexander G. Hauptmann, Anni Cai:
Comparing Evaluation Protocols on the KTH Dataset. HBU 2010: 88-100 - [c153]Ming-yu Chen, Lily B. Mummert, Padmanabhan Pillai, Alexander G. Hauptmann, Rahul Sukthankar:
Controlling your TV with gestures. Multimedia Information Retrieval 2010: 405-408 - [c152]Lei Bao, Juan Cao, Yongdong Zhang, Jintao Li, Ming-yu Chen, Alexander G. Hauptmann:
Explicit and implicit concept-based video retrieval with bipartite graph propagation model. ACM Multimedia 2010: 939-942 - [c151]Huan Li, Yuan Shi, Ming-yu Chen, Alexander G. Hauptmann, Zhang Xiong:
Hybrid active learning for cross-domain video concept detection. ACM Multimedia 2010: 1003-1006 - [c150]Benoit Huet, Tat-Seng Chua, Alexander G. Hauptmann:
ACM international workshop on very-large-scale multimedia corpus, mining and retrieval (VLS-MCMR'10). ACM Multimedia 2010: 1769-1770 - [c149]Ming-yu Chen, Lily B. Mummert, Padmanabhan Pillai, Alexander G. Hauptmann, Rahul Sukthankar:
Exploiting multi-level parallelism for low-latency activity recognition in streaming video. MMSys 2010: 1-12 - [c148]Huan Li, Yuan Shi, Ming-yu Chen, Alexander G. Hauptmann, Zhang Xiong:
Joint-AL: Joint Discriminative and Generative Active Learning for Cross-Domain Semantic Concept Classification. ICSC 2010: 60-66 - [c147]Zan Gao, Ming-yu Chen, Marcin Detyniecki, Wen Wu, Alexander G. Hauptmann, Howard D. Wactlar, Anni Cai:
Multi-camera Monitoring of Infusion Pump Use. ICSC 2010: 105-111 - [c146]Huan Li, Lei Bao, Zan Gao, Arnold Overwijk, Wei Liu, Longfei Zhang, Shoou-I Yu, Ming-yu Chen, Florian Metze, Alexander G. Hauptmann:
Informedia @ TRECVID2010. TRECVID 2010
2000 – 2009
- 2009
- [j23]Xiao Wu, Chong-Wah Ngo, Alexander G. Hauptmann, Hung-Khoon Tan:
Real-Time Near-Duplicate Elimination for Web Video Search With Content and Context. IEEE Trans. Multim. 11(2): 196-207 (2009) - [c145]Xinghua Sun, Ming-yu Chen, Alexander G. Hauptmann:
Action recognition via local descriptors and holistic features. CVPR Workshops 2009: 58-65 - [c144]Wei-Hao Lin, Alexander G. Hauptmann:
Identifying news videos' ideological perspectives using emphatic patterns of visual concepts. ACM Multimedia 2009: 261-270 - [c143]Benoit Huet, Jinhui Tang, Alexander G. Hauptmann:
ACM SIGMM the first workshop on web-scale multimedia corpus (WSMC09). ACM Multimedia 2009: 1163-1164 - [c142]Ming-yu Chen, Alexander G. Hauptmann, Huan Li:
Informedia @ TRECVID2009: Analyzing Video Motions. TRECVID 2009 - [r1]Alexander G. Hauptmann:
Video Content Analysis. Encyclopedia of Database Systems 2009: 3271-3276 - 2008
- [j22]Xiao Wu, Alexander G. Hauptmann, Chong-Wah Ngo:
Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news. Comput. Vis. Image Underst. 110(3): 418-431 (2008) - [j21]Cees G. M. Snoek, Marcel Worring, Ork de Rooij, Koen E. A. van de Sande, Rong Yan, Alexander G. Hauptmann:
VideOlympics: Real-Time Evaluation of Multimedia Retrieval Systems. IEEE Multim. 15(1): 86-91 (2008) - [j20]Alexander G. Hauptmann, Michael G. Christel, Rong Yan:
Video Retrieval Based on Semantic Concepts. Proc. IEEE 96(4): 602-622 (2008) - [j19]Xiao Wu, Chong-Wah Ngo, Alexander G. Hauptmann:
Multimodal News Story Clustering With Pairwise Visual Near-Duplicate Constraint. IEEE Trans. Multim. 10(2): 188-199 (2008) - [c141]Wei-Hao Lin, Alexander G. Hauptmann:
Identifying Ideological Perspectives of Web Videos Using Folksonomies. AAAI Fall Symposium: Multimedia Information Extraction 2008: 22-27 - [c140]Alexander G. Hauptmann:
Multimedia Information Extraction Roadmap. AAAI Fall Symposium: Multimedia Information Extraction 2008: 65-66 - [c139]Jun Yang, Alexander G. Hauptmann:
(Un)Reliability of video concept detection. CIVR 2008: 85-94 - [c138]Alexander G. Hauptmann, Jonathan J. Wang, Wei-Hao Lin, Jun Yang, Michael G. Christel:
Efficient search: the informedia video retrieval system. CIVR 2008: 543-544 - [c137]Howard D. Wactlar, Robert Walters, John Bertoty, Alexander G. Hauptmann:
The Aware Community. FGCN (2) 2008: 457-462 - [c136]Wei-Hao Lin, Alexander G. Hauptmann:
Vox Populi Annotation: Measuring Intensity of Ideological Perspectives by Aggregating Group Judgments. LREC 2008 - [c135]Jun Yang, Alexander G. Hauptmann:
A framework for classifier adaptation and its applications in concept detection. Multimedia Information Retrieval 2008: 467-474 - [c134]Michael G. Christel, Alexander G. Hauptmann, Wei-Hao Lin, Ming-Yu Chen, Jun Yang, Bryan Maher, Robert V. Baron:
Exploring the utility of fast-forward surrogates for bbc rushes. TVS 2008: 35-39 - [c133]Wei-Hao Lin, Eric P. Xing, Alexander G. Hauptmann:
A Joint Topic and Perspective Model for Ideological Discourse. ECML/PKDD (2) 2008: 17-32 - [c132]Wei-Hao Lin, Alexander G. Hauptmann:
Do These News Videos Portray a News Event from Different Ideological Perspectives?. ICSC 2008: 112-119 - [c131]Alexander G. Hauptmann, Robert V. Baron, Ming-Yu Chen, Michael G. Christel, Wei-Hao Lin, Xinghua Sun, Víctor Valdés, Jun Yang, Lily B. Mummert, Steven W. Schlosser:
Informedia @ TRECVID2008: Exploring New Frontiers. TRECVID 2008 - [e2]David J. Duke, Lynda Hardman, Alexander G. Hauptmann, Dietrich Paulus, Steffen Staab:
Semantic Multimedia, Third International Conference on Semantic and Digital Media Technologies, SAMT 2008, Koblenz, Germany, December 3-5, 2008. Proceedings. Lecture Notes in Computer Science 5392, Springer 2008, ISBN 978-3-540-92234-6 [contents] - 2007
- [j18]Rong Yan, Alexander G. Hauptmann:
A review of text and image retrieval approaches for broadcast news video. Inf. Retr. 10(4-5): 445-484 (2007) - [j17]Alexander G. Hauptmann, Rong Yan, Wei-Hao Lin, Michael G. Christel, Howard D. Wactlar:
Can High-Level Concepts Fill the Semantic Gap in Video Retrieval? A Case Study With Broadcast News. IEEE Trans. Multim. 9(5): 958-966 (2007) - [c130]Rong Yan, Alexander G. Hauptmann:
Query expansion using probabilistic local feedback with application to multimedia retrieval. CIKM 2007: 361-370 - [c129]Alexander G. Hauptmann, Rong Yan, Wei-Hao Lin:
How many high-level concepts will fill the semantic gap in news video retrieval? CIVR 2007: 627-634 - [c128]Jun Yang, Rong Yan, Alexander G. Hauptmann:
Adapting SVM Classifiers to Data with Shifted Distributions. ICDM Workshops 2007: 69-76 - [c127]Yan Liu, Jun Yang, Alexander G. Hauptmann:
Undirected Graphical Models for Video Analysis and Classification. ICME 2007: 1495-1498 - [c126]Jun Yang, Yu-Gang Jiang, Alexander G. Hauptmann, Chong-Wah Ngo:
Evaluating bag-of-visual-words representations in scene classification. Multimedia Information Retrieval 2007: 197-206 - [c125]Alexander G. Hauptmann, Michael G. Christel, Wei-Hao Lin, Bryan Maher, Jun Yang, Robert V. Baron, Guang Xiang:
Clever clustering vs. simple speed-up for summarizing rushes. TVS 2007: 20-24 - [c124]Xiao Wu, Alexander G. Hauptmann, Chong-Wah Ngo:
Novelty detection for cross-lingual news stories with visual duplicates and speech transcripts. ACM Multimedia 2007: 168-177 - [c123]Jun Yang, Rong Yan, Alexander G. Hauptmann:
Cross-domain video concept detection using adaptive svms. ACM Multimedia 2007: 188-197 - [c122]Xiao Wu, Alexander G. Hauptmann, Chong-Wah Ngo:
Practical elimination of near-duplicates from web video search. ACM Multimedia 2007: 218-227 - [c121]Ming-yu Chen, Alexander G. Hauptmann:
Discriminative Fields for Modeling Semantic Concepts in Video. RIAO 2007: 151-166 - [c120]Jun Yang, Yan Liu, Eric P. Xing, Alexander G. Hauptmann:
Harmonium Models for Semantic Video Representation and Classification. SDM 2007: 378-389 - [c119]Alexander G. Hauptmann, Ming-Yu Chen, Michael G. Christel, Wei-Hao Lin, Jun Yang:
A Hybrid Approach to Improving Semantic Extraction of News Video. ICSC 2007: 79-86 - [c118]Michael G. Christel, Alexander G. Hauptmann:
Exploring Concept Selection Strategies for Interactive Video Search. ICSC 2007: 344-354 - [c117]Alexander G. Hauptmann, Michael G. Christel, Wei-Hao Lin, Bryan Maher, Jun Yang, Robert V. Baron, Guang Xiang:
Summarizing BBC Rushes the Informedia Way. TRECVID 2007 - 2006
- [j16]Milind R. Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Alexander G. Hauptmann, Jon Curtis:
Large-Scale Concept Ontology for Multimedia. IEEE Multim. 13(3): 86-91 (2006) - [j15]Rong Yan, Jian Zhang, Jie Yang, Alexander G. Hauptmann:
A Discriminative Learning Framework with Pairwise Constraints for Video Object Classification. IEEE Trans. Pattern Anal. Mach. Intell. 28(4): 578-593 (2006) - [j14]Cees Snoek, Marcel Worring, Alexander G. Hauptmann:
Learning rich semantics from news video archives by style analysis. ACM Trans. Multim. Comput. Commun. Appl. 2(2): 91-108 (2006) - [c116]Wei-Hao Lin, Alexander G. Hauptmann:
Are These Documents Written from Different Perspectives? A Test of Different Perspectives Based on Statistical Distribution Divergence. ACL 2006 - [c115]Rong Yan, Alexander G. Hauptmann:
Efficient Margin-Based Rank Learning Algorithms for Information Retrieval. CIVR 2006: 113-122 - [c114]Jun Yang, Alexander G. Hauptmann:
Annotating News Video with Locations. CIVR 2006: 153-162 - [c113]Alexander G. Hauptmann, Wei-Hao Lin, Rong Yan, Jun Yang, Robert V. Baron, Ming-Yu Chen, Sean Gilroy, Michael D. Gordon:
Exploring the Synergy of Humans and Machines in Extreme Video Retrieval. CIVR 2006: 514-517 - [c112]Wei-Hao Lin, Theresa Wilson, Janyce Wiebe, Alexander G. Hauptmann:
Which Side are You on? Identifying Perspectives at the Document and Sentence Levels. CoNLL 2006: 109-116 - [c111]Wei-Hao Lin, Alexander G. Hauptmann:
Which Thousand Words are Worth a Picture? Experiments on Video Retrieval using a Thousand Concepts. ICME 2006: 41-44 - [c110]Rong Yan, Ming-yu Chen, Alexander G. Hauptmann:
Mining Relationship Between Video Concepts using Probabilistic Graphical Models. ICME 2006: 301-304 - [c109]Wei-Hao Lin, Alexander G. Hauptmann:
Label Disambiguation and Sequence Modeling for Identifying Human Activities from Wearable Physiological Sensors. ICME 2006: 1997-2000 - [c108]James Ze Wang, Nozha Boujemaa, Alberto Del Bimbo, Donald Geman, Alexander G. Hauptmann, Jelena Tesic:
Diversity in multimedia information retrieval research. Multimedia Information Retrieval 2006: 5-12 - [c107]Jun Yang, Alexander G. Hauptmann:
Exploring temporal consistency for video analysis and retrieval. Multimedia Information Retrieval 2006: 33-42 - [c106]Alexander G. Hauptmann, Wei-Hao Lin, Rong Yan, Jun Yang, Ming-Yu Chen:
Extreme video retrieval: joint maximization of human and computer performance. ACM Multimedia 2006: 385-394 - [c105]Jun Yang, Alexander G. Hauptmann:
3WNews: who, where, and when in news video. ACM Multimedia 2006: 503-504 - [c104]Rong Yan, Alexander G. Hauptmann:
Probabilistic latent query analysis for combining multiple retrieval sources. SIGIR 2006: 324-331 - [c103]Alexander G. Hauptmann, Ming-Yu Chen, Michael G. Christel, D. Das, Wei-Hao Lin, Rong Yan, Jie Yang, Gerhard Backfried, Xiao Wu:
Multi-Lingual Broadcast News Retrieval. TRECVID 2006 - 2005
- [j13]Raghavan Manmatha, Stefan M. Rüger, Alexander G. Hauptmann:
Multimedia information retrieval: workshop report. SIGIR Forum 39(2): 40-41 (2005) - [c102]Alexander G. Hauptmann:
Lessons for the Future from a Decade of Informedia Video Analysis Research. CIVR 2005: 1-10 - [c101]Michael G. Christel, Alexander G. Hauptmann:
The Use and Utility of High-Level Semantic Features in Video Retrieval. CIVR 2005: 134-144 - [c100]Alexander G. Hauptmann, Wei-Hao Lin:
Assessing Effectiveness in Video Retrieval. CIVR 2005: 215-225 - [c99]Jun Yang, Rong Yan, Alexander G. Hauptmann:
Multiple instance learning for labeling faces in broadcasting news video. ACM Multimedia 2005: 31-40 - [c98]Ming-yu Chen, Michael G. Christel, Alexander G. Hauptmann, Howard D. Wactlar:
Putting active learning into multimedia applications: dynamic definition and refinement of concept classifiers. ACM Multimedia 2005: 902-911 - [c97]Wei-Hao Lin, Alexander G. Hauptmann:
Revisiting the effect of topic set size on retrieval error. SIGIR 2005: 637-638 - [c96]Jun Yang, Alexander G. Hauptmann:
Multi-modal analysis for person type classification in news video. Storage and Retrieval Methods and Applications for Multimedia 2005: 165-172 - [c95]Alexander G. Hauptmann, Robert V. Baron, Michael G. Christel, R. Concescu, Jiang Gao, Qin Jin, Wei-Hao Lin, J.-Y. Pan, Scott M. Stevens, Rong Yan, Jun Yang, Y. Zhang:
CMU Informedia's TRECVID 2005 Skirmishes. TRECVID 2005 - [c94]Eric P. Xing, Rong Yan, Alexander G. Hauptmann:
Mining Associated Text and Images with Dual-Wing Harmoniums. UAI 2005: 633-641 - 2004
- [j12]Alexander G. Hauptmann, Jiang Gao, Rong Yan, Yanjun Qi, Jie Yang, Howard D. Wactlar:
Automated Analysis of Nursing Home Observations. IEEE Pervasive Comput. 3(2): 15-21 (2004) - [c93]Rong Yan, Alexander G. Hauptmann:
Co-retrieval: A Boosted Reranking Approach for Video Retrieval. CIVR 2004: 60-69 - [c92]Pinar Duygulu, Alexander G. Hauptmann:
What's News, What's Not? Associating News Videos with Words. CIVR 2004: 132-140 - [c91]Jun Yang, Ming-yu Chen, Alexander G. Hauptmann:
Finding Person X: Correlating Names with Visual Appearances. CIVR 2004: 270-278 - [c90]Alexander G. Hauptmann:
Towards a Large Scale Concept Ontology for Broadcast Video. CIVR 2004: 674-675 - [c89]Jiang Gao, Robert T. Collins, Alexander G. Hauptmann, Howard D. Wactlar:
Articulated Motion Modeling for Activity Analysis. CVPR Workshops 2004: 20 - [c88]Rong Yan, Jian Zhang, Jie Yang, Alexander G. Hauptmann:
A Discriminative Learning Framework with Pairwise Constraints for Video Object Classification. CVPR (2) 2004: 284-291 - [c87]Jiang Gao, Alexander G. Hauptmann, Howard D. Wactlar:
Combining Motion Segmentation with Tracking for Activity Analysis. FGR 2004: 699-704 - [c86]Ming-yu Chen, Alexander G. Hauptmann:
Searching for a specific person in broadcast news video. ICASSP (3) 2004: 1036-1039 - [c85]Rong Yan, Alexander G. Hauptmann:
Multi-class active learning for video semantic feature extraction. ICME 2004: 69-72 - [c84]Cees Snoek, Marcel Worring, Alexander G. Hauptmann:
Detection of TV news monologues by style analysis. ICME 2004: 1103-1106 - [c83]Ming-yu Chen, Alexander G. Hauptmann:
Towards robust face recognition from multiple views. ICME 2004: 1191-1194 - [c82]Pinar Duygulu, Ming-yu Chen, Alexander G. Hauptmann:
Comparison and combination of two novel commercial detection methods. ICME 2004: 1267-1270 - [c81]Wei-Hao Lin, Alexander G. Hauptmann:
Merging rank lists from multiple sources in video classification. ICME 2004: 1535-1538 - [c80]Wei-Hao Lin, Alexander G. Hauptmann:
Modeling timing features in broadcast news video classification. ICME 2004: 1991-1994 - [c79]Jiang Gao, Alexander G. Hauptmann, Ashok Bharucha, Howard D. Wactlar:
Dining Activity Analysis Using a Hidden Markov Model. ICPR (2) 2004: 915-918 - [c78]Ming-yu Chen, Alexander G. Hauptmann:
Multi-modal classification in digital news libraries. JCDL 2004: 212-213 - [c77]Jun Yang, Alexander G. Hauptmann:
Video grammar for locating named people. JCDL 2004: 216-217 - [c76]Rong Yan, Jun Yang, Alexander G. Hauptmann:
Learning query-class dependent weights in automatic video retrieval. ACM Multimedia 2004: 548-555 - [c75]Jun Yang, Alexander G. Hauptmann:
Naming every individual in news video monologues. ACM Multimedia 2004: 580-587 - [c74]Alexander G. Hauptmann, Michael G. Christel:
Successful approaches in the TREC video retrieval evaluations. ACM Multimedia 2004: 668-675 - [c73]Alexander G. Hauptmann, Ming-Yu Chen, Michael G. Christel, C. Huang, Wei-Hao Lin, Tobun D. Ng, Norman Papernick, A. Velivelli, Jie Yang, Rong Yan, H. Yang, Howard D. Wactlar:
Confounded Expectations: Informedia at TRECVID 2004. TRECVID 2004 - [e1]Sadiye Guler, Alexander G. Hauptmann, Andreas Henrich:
Proceedings MDDE '04, 4th International Workshop on Multimedia Data and Document Engineering, Washington, DC, USA, July 2nd 2004. IEEE Computer Society 2004 [contents] - 2003
- [c72]Rong Yan, Alexander G. Hauptmann, Rong Jin:
Multimedia Search with Pseudo-relevance Feedback. CIVR 2003: 238-247 - [c71]Rong Jin, ChengXiang Zhai, Alexander G. Hauptmann:
Information retrieval for OCR documents: a content-based probabilistic correction model. DRR 2003: 128-135 - [c70]Rong Yan, Yan Liu, Rong Jin, Alexander G. Hauptmann:
On predicting rare classes with SVM ensembles in scene classification. ICASSP (3) 2003: 21-24 - [c69]Rong Yan, Jie Yang, Alexander G. Hauptmann:
Automatically Labeling Video Data Using Multi-class Active Learning. ICCV 2003: 516-523 - [c68]Rong Jin, Alexander G. Hauptmann:
Learning to identify video shots with people based on face detection. ICME 2003: 293-296 - [c67]Yanjun Qi, Alexander G. Hauptmann, Ting Liu:
Supervised classification for video shot segmentation. ICME 2003: 689-692 - [c66]Rong Jin, Rong Yan, Jian Zhang, Alexander G. Hauptmann:
A Faster Iterative Scaling Algorithm for Conditional Exponential Model. ICML 2003: 282-289 - [c65]Jian Zhang, Rong Jin, Yiming Yang, Alexander G. Hauptmann:
Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization. ICML 2003: 888-895 - [c64]Mark Derthick, Michael G. Christel, Alexander G. Hauptmann, Howard D. Wactlar:
Constant Density Displays Using Diversity Sampling. INFOVIS 2003: 137-144 - [c63]Rong Yan, Alexander G. Hauptmann:
The combination limit in multimedia retrieval. ACM Multimedia 2003: 339-342 - [c62]Rong Yan, Alexander G. Hauptmann, Rong Jin:
Negative pseudo-relevance feedback in content-based video retrieval. ACM Multimedia 2003: 343-346 - [c61]Alexander G. Hauptmann, Rong Jin, Tobun Dorbin Ng:
Video retrieval using speech and image information. Storage and Retrieval for Media Databases 2003: 148-159 - [c60]Alexander G. Hauptmann, Robert V. Baron, Ming-Yu Chen, Michael G. Christel, Pinar Duygulu, C. Huang, Rong Jin, Wei-Hao Lin, Tobun D. Ng, Neema Moraveji, Norman Papernick, Cees G. M. Snoek, G. Tzanetakis, Jie Yang, Rong Yan, Howard D. Wactlar:
Informedia at TRECVID 2003 : Analyzing and Searching Broadcast News Video. TRECVID 2003 - [c59]Wei-Hao Lin, Rong Jin, Alexander G. Hauptmann:
Web Image Retrieval Re-Ranking with Relevance Model. Web Intelligence 2003: 242-248 - 2002
- [c58]Rong Jin, Alexander G. Hauptmann:
A New Probabilistic Model for Title Generation. COLING 2002 - [c57]Alan F. Smeaton, Paul Over, Cash Costello, Arjen P. de Vries, David S. Doermann, Alexander G. Hauptmann, Mark E. Rorvig, John R. Smith, Lide Wu:
The TREC2001 Video Track: Information Retrieval on Digital Video Information. ECDL 2002: 266-275 - [c56]Rong Jin, Alexander G. Hauptmann:
Using a probabilistic source model for comparing images. ICIP (3) 2002: 941-944 - [c55]Rong Jin, Yanjun Qi, Alexander G. Hauptmann:
A Probabilistic Model for Camera Zoom Detection. ICPR (3) 2002: 859-862 - [c54]Alexander G. Hauptmann, Norman Papernick:
Video-cuebik: adapting image search to video shots. JCDL 2002: 156-157 - [c53]Alexander G. Hauptmann, Rong Jin, Tobun D. Ng:
Multi-modal information retrieval from broadcast video using OCR and speech recognition. JCDL 2002: 160-161 - [c52]Wei-Hao Lin, Alexander G. Hauptmann:
A wearable digital library of personal conversations. JCDL 2002: 277-278 - [c51]Alexander G. Hauptmann, Michael G. Christel, Norman Papernick:
Video retrieval with multiple image search strategies. JCDL 2002: 376 - [c50]Wei-Hao Lin, Alexander G. Hauptmann:
Meta-classification: Combining Multimodal Classifiers. Revised Papers from MDM/KDD and PAKDD/KDMCD 2002: 217-231 - [c49]Wei-Hao Lin, Alexander G. Hauptmann:
News video classification using SVM-based multimodal classifiers and combination strategies. ACM Multimedia 2002: 323-326 - [c48]Michael G. Christel, Alexander G. Hauptmann, Howard D. Wactlar, Tobun D. Ng:
Collages as dynamic summaries for news video. ACM Multimedia 2002: 561-569 - [c47]Wei-Hao Lin, Rong Jin, Alexander G. Hauptmann:
Meta-Classification of Multimedia Classifiers. KDMCD 2002: 21-27 - [c46]Rong Jin, Alexander G. Hauptmann, ChengXiang Zhai:
Title language model for information retrieval. SIGIR 2002: 42-48 - [c45]Rong Jin, Luo Si, Alexander G. Hauptmann, James P. Callan:
Language model for IR using collection information. SIGIR 2002: 419-420 - [c44]Alexander G. Hauptmann, Rong Yan, Yanjun Qi, Rong Jin, Michael G. Christel, Mark Derthick, Ming-Yu Chen, Robert V. Baron, Wei-Hao Lin, Tobun D. Ng:
Video Classification and Retrieval with the Informedia Digital Video Library System. TREC 2002 - 2001
- [c43]Rong Jin, Alexander G. Hauptmann:
Title Generation Using a Training Corpus. CICLing 2001: 208-215 - [c42]Rong Jin, Alexander G. Hauptmann:
Learning to Select Good Title Words: An New Approach based on Reverse Information Retrieval. ICML 2001: 242-249 - [c41]Rong Jin, Alexander G. Hauptmann:
Title Generation for Machine-Translated Documents. IJCAI 2001: 1229-1234 - [c40]Christopher R. Palmer, J. Pesenti, Raúl E. Valdés-Pérez, Michael G. Christel, Alexander G. Hauptmann, Tobun Dorbin Ng, Howard D. Wactlar:
Demonstration of hierarchical document clustering of digital library retrieval results. JCDL 2001: 451 - [c39]Rong Jin, Alexander G. Hauptmann:
Automatic Title Generation for Spoken Broadcast News. HLT 2001 - [c38]Rong Jin, Christos Falusos, Alexander G. Hauptmann:
Meta-scoring: Automatically Evaluating Term Weighting Schemes in IR without Precision-Recall. SIGIR 2001: 83-89 - [c37]Alexander G. Hauptmann, Rong Jin, Norman Papernick, Tobun Dorbin Ng, Yanjun Qi, Ricky Houghton, Sue Thornton:
Video Retrieval with the Informedia Digital Video Library System. TREC 2001 - 2000
- [j11]Howard D. Wactlar, Alexander G. Hauptmann, Michael G. Christel, Ricky Houghton, Andreas M. Olligschlaeger:
Complementary Video and Audio Analysis for Broadcast News Archives. Commun. ACM 43(2): 42-47 (2000) - [c36]Paul E. Kennedy, Alexander G. Hauptmann:
Automatic title generation for EM. ACM DL 2000: 230-231 - [c35]Alexander G. Hauptmann, Rong Jin, Howard D. Wactlar:
Data Analysis for a Multimedia Library. ELSNET Summer School 2000: 6-37 - [c34]Rong Jin, Alexander G. Hauptmann:
Title generation for spoken broadcast news using a training corpus. INTERSPEECH 2000: 680-683
1990 – 1999
- 1999
- [j10]Howard D. Wactlar, Michael G. Christel, Yihong Gong, Alexander G. Hauptmann:
Lessons Learned from Building a Terabyte Digital Video Library. Computer 32(2): 66-73 (1999) - [j9]Howard D. Wactlar, Michael G. Christel, Alexander G. Hauptmann, Yihong Gong:
Informedia Experience-on-Demand: Capturing, Integrating and Communicating Experiences across People, Time and Space. ACM Comput. Surv. 31(2es): 9 (1999) - [j8]Alexander G. Hauptmann:
Guest Editor's Introduction: Integrating and Using Large Databases of Text, Images, Video, and Audio. IEEE Intell. Syst. 14(5): 34-35 (1999) - [j7]Photina Jaeyun Jang, Alexander G. Hauptmann:
Learning to Recognize Speech by Watching Television. IEEE Intell. Syst. 14(5): 51-58 (1999) - [c33]Michael G. Christel, Alexander G. Hauptmann, Adrienne Warmack, Scott A. Crosby:
Adjustable Filmstrips and Skims as Abstractions for a Digital Video Library. ADL 1999: 98-104 - [c32]Photina Jaeyun Jang, Alexander G. Hauptmann:
Improving Acoustic Models with Captioned Multimedia Speech. ICMCS, Vol. 2 1999: 767-771 - [c31]Photina Jaeyun Jang, Alexander G. Hauptmann:
Selection for acoustic coverage from unlimited speech extracted from closed-captioned TV. EUROSPEECH 1999 - [c30]Paul E. Kennedy, Alexander G. Hauptmann:
Laughter extracted from television closed captions as speech recognizer training data. EUROSPEECH 1999 - [c29]Matthew Siegler, Rong Jin, Alexander G. Hauptmann:
CMU Spoken Document Retrieval in Trec-8: Analysis of the role of Term Frequency TF. TREC 1999 - 1998
- [j6]Michael J. Witbrock, Alexander G. Hauptmann:
Speech Recognition for a Digital Video Library. J. Am. Soc. Inf. Sci. 49(7): 619-632 (1998) - [c28]Alexander G. Hauptmann, Michael J. Witbrock:
Story Segmentation and Detection of Commercials in Broadcast News Video. ADL 1998: 168-179 - [c27]Alexander G. Hauptmann, Danny Lee:
Topic Labeling of Broadcast News Stories in the Informedia Digital Video Library. ACM DL 1998: 287-288 - [c26]Photina Jaeyun Jang, Alexander G. Hauptmann:
Hierarchical cluster language modeling with statistical rule extraction for rescoring n-best hypotheses during speech decoding. ICSLP 1998 - [c25]Matthew Siegler, Adam L. Berger, Michael J. Witbrock, Alexander G. Hauptmann:
Experiments in Spoken Document Retrieval at CMU. TREC 1998: 264-270 - 1997
- [c24]Alexander G. Hauptmann, Michael J. Witbrock, Michael G. Christel:
Artificial Intelligence Techniques in the Interface to a Digital Video Library. CHI Extended Abstracts 1997: 2-3 - [c23]Michael J. Witbrock, Alexander G. Hauptmann:
Using Words and Phonetic Strings for Efficient Information Retrieval from Imperfectly Transcribed Spoken Documents. ACM DL 1997: 30-35 - [c22]Alexander G. Hauptmann, Howard D. Wactlar:
Indexing and search of multimodal information. ICASSP 1997: 195-198 - [c21]Matthew Siegler, Michael J. Witbrock, Seán Slattery, Kristie Seymore, R. E. Jones, Alexander G. Hauptmann:
Experiments in Spoken Document Retrieval at CMU. TREC 1997: 291-302 - 1995
- [j5]Alexander G. Hauptmann, Michael J. Witbrock, Michael G. Christel:
News-on-Demand: An Application of Informedia® Technology. D Lib Mag. 1(3) (1995) - [c20]Alexander G. Hauptmann:
Speech recognition in the Informedia Digital Video Library: uses and limitations. ICTAI 1995: 288-294 - [c19]Jack Mostow, Alexander G. Hauptmann, Steven F. Roth:
Demonstration of a Reading Coach that Listens. ACM Symposium on User Interface Software and Technology 1995: 77-78 - [c18]Alexander G. Hauptmann, Michael J. Witbrock, Alexander I. Rudnicky:
Speech for Multimedia Information Retrieval. ACM Symposium on User Interface Software and Technology 1995: 79-80 - 1994
- [j4]Alexander I. Rudnicky, Alexander G. Hauptmann, Kai-Fu Lee:
Survey of Current Speech Technology. Commun. ACM 37(3): 52-57 (1994) - [c17]Jack Mostow, Steven F. Roth, Alexander G. Hauptmann, Matthew Kane:
A Prototype Reading Coach that Listens. AAAI 1994: 785-792 - [c16]Jack Mostow, Alexander G. Hauptmann, Steven F. Roth, Matthew Kane, Adam Swift, Lin Lawrence Chase, Bob Weide:
A Reading Coach that Listens: (Edited) Video Transcript. AAAI 1994: 1507 - [c15]Alexander G. Hauptmann, Jack Mostow, Steven F. Roth, Matthew Kane, Adam Swift:
A Prototype Reading Coach that Listens: Summary of Project LISTEN. HLT 1994 - 1993
- [j3]Alexander G. Hauptmann, Paul McAvinney:
Gestures with Speech for Graphic Manipulation. Int. J. Man Mach. Stud. 38(2): 231-249 (1993) - [c14]Jack Mostow, Alexander G. Hauptmann, Lin Lawrence Chase, Steven F. Roth:
Towards a Reading Coach that Listens: Automated Detection of Oral Reading Errors. AAAI 1993: 392-397 - [c13]Alexander G. Hauptmann:
SPEAKEZ: a first experiment in concatenation synthesis from a large corpus. EUROSPEECH 1993: 1701-1704 - [c12]Alexander G. Hauptmann, Lin Lawrence Chase, Jack Mostow:
Speech recognition applied to reading assistance for children: a baseline language model. EUROSPEECH 1993: 2255-2258 - 1991
- [c11]Alexander G. Hauptmann:
From Syntax to Meaning in Natural Language Processing. AAAI 1991: 125-130 - [c10]Alexander I. Rudnicky, Alexander G. Hauptmann:
Models for evaluating interaction protocols in speech recognition. CHI 1991: 285-291 - [c9]Alex Waibel, Ajay N. Jain, Arthur E. McNair, Hiroaki Saito, Alexander G. Hauptmann, Joe Tebelskis:
JANUS: a speech-to-speech translation system using connectionist and symbolic processing strategies. ICASSP 1991: 793-796 - 1990
- [c8]Alexander G. Hauptmann, Alexander I. Rudnicky:
A Comparison of Speech and Typed Input. HLT 1990
1980 – 1989
- 1989
- [j2]Sheryl R. Young, Alexander G. Hauptmann, Wayne H. Ward, Edward T. Smith, Philip Werner:
High Level Knowledge Sources in Usable Speech Recognition Systems. Commun. ACM 32(2): 183-194 (1989) - [c7]Alexander G. Hauptmann:
Speech and gestures for graphic image manipulation. CHI 1989: 241-245 - [c6]Sheryl R. Young, Wayne H. Ward, Alexander G. Hauptmann:
Layering Predictions: Flexible Use of Dialog Expectation in Speech Recognition. IJCAI 1989: 1543-1549 - 1988
- [j1]Alexander G. Hauptmann, Alexander I. Rudnicky:
Talking to Computers: An Empirical Investigation. Int. J. Man Mach. Stud. 28(6): 583-604 (1988) - [c5]Alexander G. Hauptmann, Sheryl R. Young, Wayne H. Ward:
Using Dialog-Level Knowledge Sources to Improve Speech Recognition. AAAI 1988: 729-733 - [c4]Wayne H. Ward, Alexander G. Hauptmann, Richard M. Stern, Thomas Chanak:
Parsing spoken phrases despite missing words. ICASSP 1988: 275-278 - 1987
- [c3]Richard M. Stern, Wayne H. Ward, Alexander G. Hauptmann, Juan Leon:
Sentence parsing with weak grammatical constraints. ICASSP 1987: 380-383 - 1986
- [c2]Philip J. Hayes, Alexander G. Hauptmann, Jaime G. Carbonell, Masaru Tomita:
Parsing Spoken Language: A Semantic Caseframe Approach. COLING 1986: 587-592 - [c1]Sei-ichi Nakagawa, Alexander G. Hauptmann, Masaru Tomita:
On quick word spotting techniques. ICASSP 1986: 2311-2314
Coauthor Index
[j88] [j87] [j86] [j84] [c310] [i67] [i65] [j82] [j80] [j79] [j77] [c302] [c301] [c291] [c287] [i61] [i59] [j74] [j72] [c279] [c277] [c275] [c273] [c267] [c266] [i41] [j70] [j69] [j68] [j67] [j66] [j65] [c261] [c256] [c250] [i33] [j64] [j61] [j60] [j59] [j58] [c249] [c242] [c240] [i25] [c231] [c225] [i17] [i15] [j53] [c210] [c206] [c203] [c200] [c185]
Zhi-Qi Cheng
aka: Zhiqi Cheng
aka: Zhiqi Cheng
[c335] [c326] [c322] [i77] [i75] [j83] [i70] [c298] [c297] [i60] [j75] [c282] [c281] [c280] [i50] [i49] [i40] [c257] [i35] [c248] [c247] [c246] [c243] [c239] [c234] [c232] [i22] [i20] [j57] [c226] [c222] [i15] [i14] [c220] [c219] [c208] [c207] [c206] [c205] [c202] [c200] [j47] [c195] [c194] [c193] [c189] [c188] [c186] [c185] [c172] [c163] [c158] [c156]
Michael Witbrock
aka: Michael J. Witbrock
aka: Michael J. Witbrock
[j86] [j83] [j79] [j78] [j77] [c289] [i54] [c281] [i50] [j68] [j67] [j66] [c256] [j63] [j61] [j60] [j59] [j58] [c249] [c242] [i25] [c231] [c230] [c225] [c222] [c221] [i17] [i16] [i15] [i13] [j53] [j51] [c218] [c217] [c213] [c212] [c210] [c207] [c205] [c203] [c200] [p1] [i9] [j50] [j47] [j46] [j44] [c198] [c196] [c194] [c192] [c190] [c187] [c185] [i4] [j43] [j38] [j37] [j36] [j35] [c184] [c183] [c181] [c180] [c179] [c178] [c177] [c176] [c172] [j29] [j28] [j27] [c171] [c170] [c165] [c162] [c158]
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