Hans Peter Graf

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 20

Top Venues

CoRR

CVPR

ECCV (35)

BMVC

University of Freiburg, Freiburg im Breisgau, Germany (PHD)

Education History

University of Freiburg, Freiburg im Breisgau, Germany

PHD

Publications

Yi Huang, Asim Kadav, Farley Lai, Deep Patel, Hans Peter Graf
Learning Higher-order Object Interactions for Keypoint-based Video Understanding. CoRR (2023)
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)
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 (2021)
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)
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)
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 (2021)
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 (2021)
Meera Hahn, Asim Kadav, James M. Rehg, Hans Peter Graf
Tripping through time: Efficient Localization of Activities in Videos. BMVC (2020)
Michael Snower, Asim Kadav, Farley Lai, Hans Peter Graf
15 Keypoints Is All You Need. CVPR (2020)
Yizhe Zhu, Martin Renqiang Min, Asim Kadav, Hans Peter Graf
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation. CoRR (2020)
Yizhe Zhu, Martin Renqiang Min, Asim Kadav, Hans Peter Graf
S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation. CVPR (2020)
Michael Snower, Asim Kadav, Farley Lai, Hans Peter Graf
15 Keypoints Is All You Need. CoRR (2019)
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)
Meera Hahn, Asim Kadav, James M. Rehg, Hans Peter Graf
Tripping through time: Efficient Localization of Activities in Videos. CoRR (2019)
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)
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)
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 (2017)
Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf
Grounded Objects and Interactions for Video Captioning. CoRR (2017)
Hao Li, Asim Kadav, Igor Durdanovic, Hanan Samet, Hans Peter Graf
Pruning Filters for Efficient ConvNets. ICLR (Poster) (2017)
Hao Li, Asim Kadav, Igor Durdanovic, Hanan Samet, Hans Peter Graf
Pruning Filters for Efficient ConvNets. CoRR (2016)
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) (2013)
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)
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) (2012)
Abhinandan Majumdar, Srihari Cadambi, Srimat T. Chakradhar, Hans Peter Graf
A parallel accelerator for semantic search. SASP (2011)
Srihari Cadambi, Abhinandan Majumdar, Michela Becchi, Srimat T. Chakradhar, Hans Peter Graf
A programmable parallel accelerator for learning and classification. PACT (2010)
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)
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)
Christopher Malon, Matthew Miller, Harold Christopher Burger, Eric Cosatto, Hans Peter Graf
Identifying histological elements with convolutional neural networks. CSTST (2008)
Hans Peter Graf, Srihari Cadambi, Igor Durdanovic, Venkata Jakkula, Murugan Sankaradass, Eric Cosatto, Srimat T. Chakradhar
A Massively Parallel Digital Learning Processor. NIPS (2008)
Eric Cosatto, Matthew Miller, Hans Peter Graf, John Meyer
Grading nuclear pleomorphism on histological micrographs. ICPR (2008)
Hans Peter Graf, Eric Cosatto, Léon Bottou, Igor Durdanovic, Vladimir Vapnik
Parallel Support Vector Machines: The Cascade SVM. NIPS (2004)
Eric Cosatto, Jörn Ostermann, Hans Peter Graf, Juergen Schroeter
Lifelike talking faces for interactive services. Proc. IEEE 91 (9) (2003)
Fu Jie Huang, Eric Cosatto, Hans Peter Graf
Triphone based unit selection for concatenative visual speech synthesis. ICASSP (2002)
Hans Peter Graf, Eric Cosatto, Volker Strom, Fu Jie Huang
Visual Prosody: Facial Movements Accompanying Speech. FGR (2002)
Andrea Basso, Hans Peter Graf, David C. Gibbon, Eric Cosatto, Shan Liu
Virtual light: digitally-generated lighting for video conferencing applications. ICIP (2) (2001)
Hans Peter Graf, Eric Cosatto, Tony Ezzat
Face Analysis for the Synthesis of Photo-Realistic Talking Heads. FG (2000)
Eric Cosatto, Hans Peter Graf
Photo-Realistic Talking-Heads from Image Samples. IEEE Trans. Multim. 2 (3) (2000)
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)
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)
Gerasimos Potamianos, Hans Peter Graf
Linear discriminant analysis for speechreading. MMSP (1998)
Gerasimos Potamianos, Hans Peter Graf
Discriminative training of HMM stream exponents for audio-visual speech recognition. ICASSP (1998)
Eric Cosatto, Hans Peter Graf
Sample-Based Synthesis of Photo-Realistic Talking Heads. CA (1998)
Gerasimos Potamianos, Hans Peter Graf, Eric Cosatto
An Image Transform Approach for HMM based Automatic Lipreading. ICIP (3) (1998)
Gerasimos Potamianos, Eric Cosatto, Hans Peter Graf, David B. Roe
Speaker independent audio-visual database for bimodal ASR. AVSP (1997)
Hans Peter Graf, Eric Cosatto, David C. Gibbon, Michael Kocheisen, Eric Petajan
Multi-Modal System for Locating Heads and Faces. FG (1996)
Eduard Säckinger, Hans Peter Graf
A board system for high-speed image analysis and neural networks. IEEE Trans. Neural Networks 7 (1) (1996)
Eric Petajan, Hans Peter Graf
Robust face feature analysis for automatic speechreading and character animation. FG (1996)
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)
Hans Peter Graf, Craig R. Nohl, Jan Ben
Image recognition with an analog neural net chip. Mach. Vis. Appl. 8 (2) (1995)
Tsuhan Chen, Yao Wang, Hans Peter Graf, Cassandra T. Swain
A new frame interpolation scheme for talking head sequences. ICIP (1995)
Tsuhan Chen, Hans Peter Graf, Kuansan Wang
Lip synchronization using speech-assisted video processing. IEEE Signal Process. Lett. 2 (4) (1995)
Hans Peter Graf, Leonardo Maria Reyneri
Neural networks-extraordinary variation. IEEE Micro 15 (3) (1995)
Eric Cosatto, Hans Peter Graf
A neural network accelerator for image analysis. IEEE Micro 15 (3) (1995)
Hans Peter Graf, Christopher J. C. Burges, Eric Cosatto, Craig R. Nohl
Analysis of complex and noisy check images. ICIP (3) (1995)
Hans Peter Graf
Special issue on VLSI neural networks. J. VLSI Signal Process. 6 (1) (1993)
Hans Peter Graf, Eduard Säckinger, Lawrence D. Jackel
Recent developments of electronic neural nets in North America. J. VLSI Signal Process. 6 (1) (1993)
Hans Peter Graf, Eric Cosatto
Address Block Location with a Neural Net System. NIPS (1993)
Patrice Y. Simard, Hans Peter Graf
Backpropagation without Multiplication. NIPS (1993)
Hans Peter Graf, Craig R. Nohl, Jan Ben
Image recognition with an analog neural net chip. ICPR (4) (1992)
Hans Peter Graf, Craig R. Nohl, Jan Ben
Image Segmentation with Networks of Variable States. NIPS (1991)
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)
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)
Hans Peter Graf, R. Janow, Donnie Henderson, R. Lee
Reconfigurable Neural Net Chip with 32K Connections. NIPS (1990)
Srinagesh Satyanarayana, Yannis P. Tsividis, Hans Peter Graf
A Reconfigurable Analog VLSI Neural Network Chip. NIPS (1989)
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) (1989)
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)
Hans Peter Graf, Lawrence D. Jackel, Wayne E. Hubbard
VLSI Implementation of a Neural Network Model. Computer 21 (3) (1988)
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)
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)
Stuart Mackie, Hans Peter Graf, Daniel B. Schwartz, John S. Denker
Microelectronic Implementations of Connectionist Neural Networks. NIPS (1987)

Hans Peter Graf.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hans Peter Graf