Hans Peter Graf

According to our database, Hans Peter Graf authored at least 63 papers between 1980 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Learning Higher-order Object Interactions for Keypoint-based Video Understanding.

Yi Huang, Asim Kadav, Farley Lai, Deep Patel, Hans Peter Graf

CoRR, 2023

2022

COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality.

Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Long Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

COMPOSER: Compositional Learning of Group Activity in Videos.

Honglu Zhou, Asim Kadav, Aviv Shamsian, Shijie Geng, Farley Lai, Long Zhao, Ting Liu, Mubbasir Kapadia, Hans Peter Graf

CoRR, 2021

A multi-scale conditional deep model for tumor cell ratio counting.

Eric Cosatto, Kyle Gerard, Hans Peter Graf, Maki Ogura, Tomoharu Kiyuna, Kanako C. Hatanaka, Yoshihiro Matsuno, Yutaka Hatanaka

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

Hopper: Multi-hop Transformer for Spatiotemporal Reasoning.

Honglu Zhou, Asim Kadav, Farley Lai, Alexandru Niculescu-Mizil, Martin Renqiang Min, Mubbasir Kapadia, Hans Peter Graf

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation.

Yizhe Zhu, Martin Renqiang Min, Asim Kadav, Hans Peter Graf

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

15 Keypoints Is All You Need.

Michael Snower, Asim Kadav, Farley Lai, Hans Peter Graf

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Tripping through time: Efficient Localization of Activities in Videos.

Meera Hahn, Asim Kadav, James M. Rehg, Hans Peter Graf

Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019

Conditional GAN with Discriminative Filter Generation for Text-to-Video Synthesis.

Yogesh Balaji, Martin Renqiang Min, Bing Bai, Rama Chellappa, Hans Peter Graf

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

On Novel Object Recognition: A Unified Framework for Discriminability and Adaptability.

Kai Li, Martin Renqiang Min, Bing Bai, Yun Fu, Hans Peter Graf

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Attend and Interact: Higher-Order Object Interactions for Video Understanding.

Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Grounded Objects and Interactions for Video Captioning.

Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf

CoRR, 2017

Pruning Filters for Efficient ConvNets.

Hao Li, Asim Kadav, Igor Durdanovic, Hanan Samet, Hans Peter Graf

Proceedings of the 5th International Conference on Learning Representations, 2017

2013

Are the Votes of Ethics Committees in Germany for the Protection of Clinical Study Trial Subjects "Sovereign Acts?".

Hans Peter Graf

Sci. Eng. Ethics, 2013

Automated gastric cancer diagnosis on H&E-stained sections; ltraining a classifier on a large scale with multiple instance machine learning.

Eric Cosatto, Pierre-François Laquerre, Christopher Malon, Hans Peter Graf, Akira Saito, Tomoharu Kiyuna, Atsushi Marugame, Ken'ichi Kamijo

Proceedings of the Medical Imaging 2013: Digital Pathology, 2013

2012

A Massively Parallel, Energy Efficient Programmable Accelerator for Learning and Classification.

Abhinandan Majumdar, Srihari Cadambi, Michela Becchi, Srimat T. Chakradhar, Hans Peter Graf

ACM Trans. Archit. Code Optim., 2012

2011

A parallel accelerator for semantic search.

Abhinandan Majumdar, Srihari Cadambi, Srimat T. Chakradhar, Hans Peter Graf

Proceedings of the IEEE 9th Symposium on Application Specific Processors, 2011

2010

A programmable parallel accelerator for learning and classification.

Srihari Cadambi, Abhinandan Majumdar, Michela Becchi, Srimat T. Chakradhar, Hans Peter Graf

Proceedings of the 19th International Conference on Parallel Architectures and Compilation Techniques, 2010

2009

A Massively Parallel FPGA-Based Coprocessor for Support Vector Machines.

Srihari Cadambi, Igor Durdanovic, Venkata Jakkula, Murugan Sankaradass, Eric Cosatto, Srimat T. Chakradhar, Hans Peter Graf

Proceedings of the FCCM 2009, 2009

A Massively Parallel Coprocessor for Convolutional Neural Networks.

Murugan Sankaradass, Venkata Jakkula, Srihari Cadambi, Srimat T. Chakradhar, Igor Durdanovic, Eric Cosatto, Hans Peter Graf

Proceedings of the 20th IEEE International Conference on Application-Specific Systems, 2009

2008

Identifying histological elements with convolutional neural networks.

Christopher Malon, Matthew Miller, Harold Christopher Burger, Eric Cosatto, Hans Peter Graf

Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008

A Massively Parallel Digital Learning Processor.

Hans Peter Graf, Srihari Cadambi, Igor Durdanovic, Venkata Jakkula, Murugan Sankaradass, Eric Cosatto, Srimat T. Chakradhar

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Grading nuclear pleomorphism on histological micrographs.

Eric Cosatto, Matthew Miller, Hans Peter Graf, John Meyer

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2004

Parallel Support Vector Machines: The Cascade SVM.

Hans Peter Graf, Eric Cosatto, Léon Bottou, Igor Durdanovic, Vladimir Vapnik

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003

Lifelike talking faces for interactive services.

Eric Cosatto, Jörn Ostermann, Hans Peter Graf, Juergen Schroeter

Proc. IEEE, 2003

2002

Triphone based unit selection for concatenative visual speech synthesis.

Fu Jie Huang, Eric Cosatto, Hans Peter Graf

Proceedings of the IEEE International Conference on Acoustics, 2002

Visual Prosody: Facial Movements Accompanying Speech.

Hans Peter Graf, Eric Cosatto, Volker Strom, Fu Jie Huang

Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

2001

Virtual light: digitally-generated lighting for video conferencing applications.

Andrea Basso, Hans Peter Graf, David C. Gibbon, Eric Cosatto, Shan Liu

Proceedings of the 2001 International Conference on Image Processing, 2001

2000

Photo-Realistic Talking-Heads from Image Samples.

Eric Cosatto, Hans Peter Graf

IEEE Trans. Multim., 2000

Multimodal Speech Synthesis.

Juergen Schroeter, Jörn Ostermann, Hans Peter Graf, Marc C. Beutnagel, Eric Cosatto, Ann K. Syrdal, Alistair Conkie, Yannis Stylianou

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Audio-Visual Unit Selection for the Synthesis of Photo-Realistic Talking-Heads.

Eric Cosatto, Gerasimos Potamianos, Hans Peter Graf

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Face Analysis for the Synthesis of Photo-Realistic Talking Heads.

Hans Peter Graf, Eric Cosatto, Tony Ezzat

Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

1998

Linear discriminant analysis for speechreading.

Gerasimos Potamianos, Hans Peter Graf

Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

An Image Transform Approach for HMM based Automatic Lipreading.

Gerasimos Potamianos, Hans Peter Graf, Eric Cosatto

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Discriminative training of HMM stream exponents for audio-visual speech recognition.

Gerasimos Potamianos, Hans Peter Graf

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Sample-Based Synthesis of Photo-Realistic Talking Heads.

Eric Cosatto, Hans Peter Graf

Proceedings of the Computer Animation 1998, 1998

1997

Speaker independent audio-visual database for bimodal ASR.

Gerasimos Potamianos, Eric Cosatto, Hans Peter Graf, David B. Roe

Proceedings of the ESCA Workshop on Audio-Visual Speech Processing, 1997

1996

A board system for high-speed image analysis and neural networks.

Eduard Säckinger, Hans Peter Graf

IEEE Trans. Neural Networks, 1996

Robust face feature analysis for automatic speechreading and character animation.

Eric Petajan, Hans Peter Graf

Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Multi-Modal System for Locating Heads and Faces.

Hans Peter Graf, Eric Cosatto, David C. Gibbon, Michael Kocheisen, Eric Petajan

Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

1995

Lip synchronization using speech-assisted video processing.

Tsuhan Chen, Hans Peter Graf, Kuansan Wang

IEEE Signal Process. Lett., 1995

Image recognition with an analog neural net chip.

Hans Peter Graf, Craig R. Nohl, Jan Ben

Mach. Vis. Appl., 1995

Neural networks-extraordinary variation.

Hans Peter Graf, Leonardo Maria Reyneri

IEEE Micro, 1995

A neural network accelerator for image analysis.

Eric Cosatto, Hans Peter Graf

IEEE Micro, 1995

Analysis of complex and noisy check images.

Hans Peter Graf, Christopher J. C. Burges, Eric Cosatto, Craig R. Nohl

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

A new frame interpolation scheme for talking head sequences.

Tsuhan Chen, Yao Wang, Hans Peter Graf, Cassandra T. Swain

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Speech-assisted lip synchronization in audio-visual communications.

Tsuhan Chen, Hans Peter Graf, Barry G. Haskell, Eric Petajan, Yao Wang, Homer H. Chen, Wu Chou

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1993

Recent developments of electronic neural nets in North America.

Hans Peter Graf, Eduard Säckinger, Lawrence D. Jackel

J. VLSI Signal Process., 1993

Special issue on VLSI neural networks.

Hans Peter Graf

J. VLSI Signal Process., 1993

Backpropagation without Multiplication.

Patrice Y. Simard, Hans Peter Graf

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

Address Block Location with a Neural Net System.

Hans Peter Graf, Eric Cosatto

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1991

Image Segmentation with Networks of Variable States.

Hans Peter Graf, Craig R. Nohl, Jan Ben

Proceedings of the Advances in Neural Information Processing Systems 4, 1991

A neural network approach to handprint character recognition.

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

Proceedings of the Compcon Spring '91, San Francisco, 1991

1990

Reconfigurable Neural Net Chip with 32K Connections.

Hans Peter Graf, R. Janow, Donnie Henderson, R. Lee

Proceedings of the Advances in Neural Information Processing Systems 3, 1990

Hardware requirements for neural-net optical character recognition.

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

Proceedings of the IJCNN 1990, 1990

1989

Handwritten digit recognition: applications of neural network chips and automatic learning.

Yann LeCun, Lawrence D. Jackel, Bernhard E. Boser, John S. Denker, Hans Peter Graf, Isabelle Guyon, Don Henderson, Richard E. Howard, Wayne E. Hubbard

IEEE Commun. Mag., 1989

A Reconfigurable Analog VLSI Neural Network Chip.

Srinagesh Satyanarayana, Yannis P. Tsividis, Hans Peter Graf

Proceedings of the Advances in Neural Information Processing Systems 2, 1989

Handwritten Digit Recognition: Applications of Neural Net Chips and Automatic Learning.

Yann LeCun, Larry D. Jackel, Bernhard E. Boser, John S. Denker, Hans Peter Graf, Isabelle Guyon, Donnie Henderson, Richard E. Howard, Wayne E. Hubbard

Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989

1988

VLSI Implementation of a Neural Network Model.

Hans Peter Graf, Lawrence D. Jackel, Wayne E. Hubbard

Computer, 1988

Neural Network Recognizer for Hand-Written Zip Code Digits.

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

Proceedings of the Advances in Neural Information Processing Systems 1, 1988

An application of neural net chips: handwritten digit recognition.

Lawrence D. Jackel, Hans Peter Graf, Wayne E. Hubbard, John S. Denker, Don Henderson, Isabelle Guyon

Proceedings of International Conference on Neural Networks (ICNN'88), 1988

1987

Microelectronic Implementations of Connectionist Neural Networks.

Stuart Mackie, Hans Peter Graf, Daniel B. Schwartz, John S. Denker

Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987

1980

Kontinuierliche simultane In-vivo-Insulin- und Glukosebestimmung, analytische Behandlung der Signaldämpfung.

Hans Peter Graf

PhD thesis, 1980