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2020 – today
- 2023
[i10]Yi Huang, Asim Kadav, Farley Lai, Deep Patel, Hans Peter Graf:
Learning Higher-order Object Interactions for Keypoint-based Video Understanding. CoRR abs/2305.09539 (2023)- 2022
- [c47]Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Long Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf:
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality. ECCV (35) 2022: 249-266 - 2021
- [c46]Honglu Zhou, Asim Kadav, Farley Lai, Alexandru Niculescu-Mizil, Martin Renqiang Min, Mubbasir Kapadia, Hans Peter Graf:
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning. ICLR 2021 - [c45]Eric Cosatto, Kyle Gerard, Hans Peter Graf, Maki Ogura, Tomoharu Kiyuna
, Kanako C. Hatanaka, Yoshihiro Matsuno, Yutaka Hatanaka:
A multi-scale conditional deep model for tumor cell ratio counting. Medical Imaging: Digital Pathology 2021 - [i9]Eric Cosatto, Kyle Gerard, Hans Peter Graf, Maki Ogura, Tomoharu Kiyuna, Kanako C. Hatanaka, Yoshihiro Matsuno, Yutaka Hatanaka:
A Multi-Scale Conditional Deep Model for Tumor Cell Ratio Counting. CoRR abs/2101.11731 (2021) - [i8]Honglu Zhou, Asim Kadav, Farley Lai, Alexandru Niculescu-Mizil, Martin Renqiang Min, Mubbasir Kapadia, Hans Peter Graf:
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning. CoRR abs/2103.10574 (2021) - [i7]Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Long Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf:
COMPOSER: Compositional Learning of Group Activity in Videos. CoRR abs/2112.05892 (2021) - 2020
- [c44]Meera Hahn, Asim Kadav, James M. Rehg, Hans Peter Graf:
Tripping through time: Efficient Localization of Activities in Videos. BMVC 2020 - [c43]Yizhe Zhu, Martin Renqiang Min, Asim Kadav, Hans Peter Graf:
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation. CVPR 2020: 6537-6546 - [c42]Michael Snower, Asim Kadav, Farley Lai, Hans Peter Graf:
15 Keypoints Is All You Need. CVPR 2020: 6737-6747 - [i6]Yizhe Zhu, Martin Renqiang Min, Asim Kadav, Hans Peter Graf:
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation. CoRR abs/2005.11437 (2020)
2010 – 2019
- 2019
- [c41]Kai Li, Martin Renqiang Min, Bing Bai, Yun Fu, Hans Peter Graf:
On Novel Object Recognition: A Unified Framework for Discriminability and Adaptability. CIKM 2019: 2265-2268 - [c40]Yogesh Balaji, Martin Renqiang Min, Bing Bai, Rama Chellappa, Hans Peter Graf:
Conditional GAN with Discriminative Filter Generation for Text-to-Video Synthesis. IJCAI 2019: 1995-2001 - [i5]Meera Hahn, Asim Kadav, James M. Rehg, Hans Peter Graf:
Tripping through time: Efficient Localization of Activities in Videos. CoRR abs/1904.09936 (2019) - [i4]Michael Snower, Asim Kadav, Farley Lai, Hans Peter Graf:
15 Keypoints Is All You Need. CoRR abs/1912.02323 (2019) - 2018
- [c39]Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf:
Attend and Interact: Higher-Order Object Interactions for Video Understanding. CVPR 2018: 6790-6800 - 2017
- [c38]Hao Li, Asim Kadav, Igor Durdanovic, Hanan Samet, Hans Peter Graf:
Pruning Filters for Efficient ConvNets. ICLR (Poster) 2017 - [i3]Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf:
Attend and Interact: Higher-Order Object Interactions for Video Understanding. CoRR abs/1711.06330 (2017) - [i2]Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf:
Grounded Objects and Interactions for Video Captioning. CoRR abs/1711.06354 (2017) - 2016
- [i1]Hao Li, Asim Kadav, Igor Durdanovic, Hanan Samet, Hans Peter Graf:
Pruning Filters for Efficient ConvNets. CoRR abs/1608.08710 (2016) - 2013
- [j13]Hans Peter Graf:
Are the Votes of Ethics Committees in Germany for the Protection of Clinical Study Trial Subjects "Sovereign Acts?". Sci. Eng. Ethics 19(2): 341-354 (2013) - [c37]Eric Cosatto, Pierre-François Laquerre, Christopher Malon, Hans Peter Graf, Akira Saito, Tomoharu Kiyuna, Atsushi Marugame, Ken'ichi Kamijo:
Automated gastric cancer diagnosis on H&E-stained sections; ltraining a classifier on a large scale with multiple instance machine learning. Medical Imaging: Digital Pathology 2013: 867605 - 2012
- [j12]Abhinandan Majumdar, Srihari Cadambi, Michela Becchi, Srimat T. Chakradhar, Hans Peter Graf:
A Massively Parallel, Energy Efficient Programmable Accelerator for Learning and Classification. ACM Trans. Archit. Code Optim. 9(1): 6:1-6:30 (2012) - 2011
- [c36]Abhinandan Majumdar, Srihari Cadambi, Srimat T. Chakradhar, Hans Peter Graf:
A parallel accelerator for semantic search. SASP 2011: 122-128 - 2010
- [c35]Srihari Cadambi, Abhinandan Majumdar, Michela Becchi, Srimat T. Chakradhar, Hans Peter Graf:
A programmable parallel accelerator for learning and classification. PACT 2010: 273-284
2000 – 2009
- 2009
- [c34]Murugan Sankaradass, Venkata Jakkula, Srihari Cadambi, Srimat T. Chakradhar, Igor Durdanovic, Eric Cosatto, Hans Peter Graf:
A Massively Parallel Coprocessor for Convolutional Neural Networks. ASAP 2009: 53-60 - [c33]Srihari Cadambi, Igor Durdanovic, Venkata Jakkula, Murugan Sankaradass, Eric Cosatto, Srimat T. Chakradhar, Hans Peter Graf:
A Massively Parallel FPGA-Based Coprocessor for Support Vector Machines. FCCM 2009: 115-122 - 2008
- [c32]Eric Cosatto, Matthew Miller, Hans Peter Graf, John Meyer:
Grading nuclear pleomorphism on histological micrographs. ICPR 2008: 1-4 - [c31]Hans Peter Graf, Srihari Cadambi, Igor Durdanovic, Venkata Jakkula, Murugan Sankaradass, Eric Cosatto, Srimat T. Chakradhar:
A Massively Parallel Digital Learning Processor. NIPS 2008: 529-536 - [c30]Christopher Malon, Matthew Miller, Harold Christopher Burger, Eric Cosatto, Hans Peter Graf:
Identifying histological elements with convolutional neural networks. CSTST 2008: 450-456 - 2004
- [c29]Hans Peter Graf, Eric Cosatto, Léon Bottou, Igor Durdanovic, Vladimir Vapnik:
Parallel Support Vector Machines: The Cascade SVM. NIPS 2004: 521-528 - 2003
- [j11]Eric Cosatto, Jörn Ostermann, Hans Peter Graf, Juergen Schroeter:
Lifelike talking faces for interactive services. Proc. IEEE 91(9): 1406-1429 (2003) - 2002
- [c28]Hans Peter Graf, Eric Cosatto, Volker Strom, Fu Jie Huang:
Visual Prosody: Facial Movements Accompanying Speech. FGR 2002: 396-401 - [c27]Fu Jie Huang, Eric Cosatto, Hans Peter Graf:
Triphone based unit selection for concatenative visual speech synthesis. ICASSP 2002: 2037-2040 - 2001
- [c26]Andrea Basso, Hans Peter Graf, David C. Gibbon, Eric Cosatto, Shan Liu:
Virtual light: digitally-generated lighting for video conferencing applications. ICIP (2) 2001: 1085-1088 - 2000
- [j10]Eric Cosatto, Hans Peter Graf:
Photo-Realistic Talking-Heads from Image Samples. IEEE Trans. Multim. 2(3): 152-163 (2000) - [c25]Hans Peter Graf, Eric Cosatto, Tony Ezzat:
Face Analysis for the Synthesis of Photo-Realistic Talking Heads. FG 2000: 189-195 - [c24]Juergen Schroeter, Jörn Ostermann, Hans Peter Graf, Marc C. Beutnagel, Eric Cosatto, Ann K. Syrdal, Alistair Conkie, Yannis Stylianou:
Multimodal Speech Synthesis. IEEE International Conference on Multimedia and Expo (I) 2000: 571-578 - [c23]Eric Cosatto, Gerasimos Potamianos, Hans Peter Graf:
Audio-Visual Unit Selection for the Synthesis of Photo-Realistic Talking-Heads. IEEE International Conference on Multimedia and Expo (II) 2000: 619-622
1990 – 1999
- 1998
- [c22]Eric Cosatto, Hans Peter Graf:
Sample-Based Synthesis of Photo-Realistic Talking Heads. CA 1998: 103-110 - [c21]Gerasimos Potamianos, Hans Peter Graf:
Discriminative training of HMM stream exponents for audio-visual speech recognition. ICASSP 1998: 3733-3736 - [c20]Gerasimos Potamianos, Hans Peter Graf, Eric Cosatto:
An Image Transform Approach for HMM based Automatic Lipreading. ICIP (3) 1998: 173-177 - [c19]Gerasimos Potamianos, Hans Peter Graf:
Linear discriminant analysis for speechreading. MMSP 1998: 221-226 - 1997
- [c18]Gerasimos Potamianos, Eric Cosatto, Hans Peter Graf, David B. Roe:
Speaker independent audio-visual database for bimodal ASR. AVSP 1997: 65-68 - 1996
- [j9]Eduard Säckinger, Hans Peter Graf:
A board system for high-speed image analysis and neural networks. IEEE Trans. Neural Networks 7(1): 214-221 (1996) - [c17]Hans Peter Graf, Eric Cosatto, David C. Gibbon, Michael Kocheisen, Eric Petajan:
Multi-Modal System for Locating Heads and Faces. FG 1996: 88-93 - [c16]Eric Petajan, Hans Peter Graf:
Robust face feature analysis for automatic speechreading and character animation. FG 1996: 357-362 - 1995
- [j8]Eric Cosatto, Hans Peter Graf:
A neural network accelerator for image analysis. IEEE Micro 15(3): 32-38 (1995) - [j7]Hans Peter Graf, Leonardo Maria Reyneri:
Neural networks-extraordinary variation. IEEE Micro 15(3): 48-59 (1995) - [j6]Hans Peter Graf, Craig R. Nohl, Jan Ben:
Image recognition with an analog neural net chip. Mach. Vis. Appl. 8(2): 131-140 (1995) - [j5]Tsuhan Chen, Hans Peter Graf, Kuansan Wang:
Lip synchronization using speech-assisted video processing. IEEE Signal Process. Lett. 2(4): 57-59 (1995) - [c15]Hans Peter Graf, Christopher J. C. Burges, Eric Cosatto, Craig R. Nohl:
Analysis of complex and noisy check images. ICIP (3) 1995: 316-319 - [c14]Tsuhan Chen, Hans Peter Graf, Barry G. Haskell, Eric Petajan, Yao Wang, Homer H. Chen, Wu Chou:
Speech-assisted lip synchronization in audio-visual communications. ICIP 1995: 579-582 - [c13]Tsuhan Chen, Yao Wang, Hans Peter Graf, Cassandra T. Swain:
A new frame interpolation scheme for talking head sequences. ICIP 1995: 591-594 - 1993
- [j4]Hans Peter Graf:
Special issue on VLSI neural networks. J. VLSI Signal Process. 6(1): 5 (1993) - [j3]Hans Peter Graf, Eduard Säckinger, Lawrence D. Jackel:
Recent developments of electronic neural nets in North America. J. VLSI Signal Process. 6(1): 19-31 (1993) - [c12]Patrice Y. Simard, Hans Peter Graf:
Backpropagation without Multiplication. NIPS 1993: 232-239 - [c11]Hans Peter Graf, Eric Cosatto:
Address Block Location with a Neural Net System. NIPS 1993: 785-792 - 1992
- [c10]Hans Peter Graf, Craig R. Nohl, Jan Ben:
Image recognition with an analog neural net chip. ICPR (4) 1992: 11-14 - 1991
- [c9]Lawrence D. Jackel, Charles E. Stenard, Henry S. Baird, Bernhard E. Boser, Jane Bromley, Christopher J. C. Burges, John S. Denker, Hans Peter Graf, Donnie Henderson, Richard E. Howard, Wayne E. Hubbard, Yann LeCun, Ofer Matan, Edwin P. D. Pednault, William Satterfield, Eduard Säckinger, Timothy J. Thompson:
A neural network approach to handprint character recognition. Compcon 1991: 472-475 - [c8]Hans Peter Graf, Craig R. Nohl, Jan Ben:
Image Segmentation with Networks of Variable States. NIPS 1991: 480-487 - 1990
- [c7]Lawrence D. Jackel, Bernhard E. Boser, John S. Denker, Hans Peter Graf, Yann LeCun, Isabelle Guyon, Donnie Henderson, Richard E. Howard, Wayne E. Hubbard, Sara A. Solla:
Hardware requirements for neural-net optical character recognition. IJCNN 1990: 855-861 - [c6]Hans Peter Graf, R. Janow, Donnie Henderson, R. Lee:
Reconfigurable Neural Net Chip with 32K Connections. NIPS 1990: 1032-1038
1980 – 1989
- 1989
- [j2]Yann LeCun, Lawrence D. Jackel, Bernhard E. Boser, John S. Denker, Hans Peter Graf, Isabelle Guyon, Don Henderson, Richard E. Howard, Wayne E. Hubbard:
Handwritten digit recognition: applications of neural network chips and automatic learning. IEEE Commun. Mag. 27(11): 41-46 (1989) - [c5]Yann LeCun, Larry D. Jackel, Bernhard E. Boser, John S. Denker, Hans Peter Graf, Isabelle Guyon, Donnie Henderson, Richard E. Howard, Wayne E. Hubbard:
Handwritten Digit Recognition: Applications of Neural Net Chips and Automatic Learning. NATO Neurocomputing 1989: 303-318 - [c4]Srinagesh Satyanarayana, Yannis P. Tsividis, Hans Peter Graf:
A Reconfigurable Analog VLSI Neural Network Chip. NIPS 1989: 758-768 - 1988
- [j1]Hans Peter Graf, Lawrence D. Jackel, Wayne E. Hubbard:
VLSI Implementation of a Neural Network Model. Computer 21(3): 41-49 (1988) - [c3]Lawrence D. Jackel, Hans Peter Graf, Wayne E. Hubbard, John S. Denker, Don Henderson, Isabelle Guyon:
An application of neural net chips: handwritten digit recognition. ICNN 1988: 107-115 - [c2]John S. Denker, W. R. Gardner, Hans Peter Graf, Donnie Henderson, Richard E. Howard, Wayne E. Hubbard, Lawrence D. Jackel, Henry S. Baird, Isabelle Guyon:
Neural Network Recognizer for Hand-Written Zip Code Digits. NIPS 1988: 323-331 - 1987
- [c1]Stuart Mackie, Hans Peter Graf, Daniel B. Schwartz, John S. Denker:
Microelectronic Implementations of Connectionist Neural Networks. NIPS 1987: 515-523 - 1980
- [b1]Hans Peter Graf:
Kontinuierliche simultane In-vivo-Insulin- und Glukosebestimmung, analytische Behandlung der Signaldämpfung. University of Freiburg, Freiburg im Breisgau, Germany, 1980
Coauthor Index
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