Kontinuierliche simultane In-vivo-Insulin- und Glukosebestimmung, analytische Behandlung der Signaldämpfung. - Hans Peter Graf (1980)

Microelectronic Implementations of Connectionist Neural Networks. - Stuart Mackie; Hans Peter Graf; Daniel B. Schwartz; John S. Denker (NIPS, 1987)

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 (ICNN, 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 (NIPS, 1988)

VLSI Implementation of a Neural Network Model. - Hans Peter Graf; Lawrence D. Jackel; Wayne E. Hubbard (Computer, 1988)

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 (NATO Neurocomputing, 1989)

A Reconfigurable Analog VLSI Neural Network Chip. - Srinagesh Satyanarayana; Yannis P. Tsividis; Hans Peter Graf (NIPS, 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)

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 (IJCNN, 1990)

Reconfigurable Neural Net Chip with 32K Connections. - Hans Peter Graf; R. Janow; Donnie Henderson; R. Lee (NIPS, 1990)

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; et al. (Compcon, 1991)

Image Segmentation with Networks of Variable States. - Hans Peter Graf; Craig R. Nohl; Jan Ben (NIPS, 1991)

A reconfigurable VLSI neural network. - Srinagesh Satyanarayana; Yannis P. Tsividis; Hans Peter Graf (IEEE J. Solid State Circuits, 1992)

Address Block Location with a Neural Net System. - Hans Peter Graf; Eric Cosatto (NIPS, 1993)

Backpropagation without Multiplication. - Patrice Y. Simard; Hans Peter Graf (NIPS, 1993)

Special issue on VLSI neural networks. - Hans Peter Graf (J. VLSI Signal Process., 1993)

Recent developments of electronic neural nets in North America. - Hans Peter Graf; Eduard Säckinger; Lawrence D. Jackel (J. VLSI Signal Process., 1993)

Speech-assisted lip synchronization in audio-visual communications. - Tsuhan Chen; Hans Peter Graf; Barry G. Haskell; Eric Petajan; Yao Wang 001; Homer H. Chen; Wu Chou (ICIP, 1995)

A new frame interpolation scheme for talking head sequences. - Tsuhan Chen; Yao Wang 001; Hans Peter Graf; Cassandra T. Swain (ICIP, 1995)

Analysis of complex and noisy check images. - Hans Peter Graf; Christopher J. C. Burges; Eric Cosatto; Craig R. Nohl (ICIP (3), 1995)

A neural network accelerator for image analysis. - Eric Cosatto; Hans Peter Graf (IEEE Micro, 1995)

Neural networks-extraordinary variation. - Hans Peter Graf; Leonardo Maria Reyneri (IEEE Micro, 1995)

Image recognition with an analog neural net chip. - Hans Peter Graf; Craig R. Nohl; Jan Ben (Mach. Vis. Appl., 1995)

Lip synchronization using speech-assisted video processing. - Tsuhan Chen; Hans Peter Graf; Kuansan Wang (IEEE Signal Process. Lett., 1995)

Multi-Modal System for Locating Heads and Faces. - Hans Peter Graf; Eric Cosatto; David C. Gibbon; Michael Kocheisen; Eric Petajan (FG, 1996)

Robust face feature analysis for automatic speechreading and character animation. - Eric Petajan; Hans Peter Graf (FG, 1996)

A board system for high-speed image analysis and neural networks. - Eduard Säckinger; Hans Peter Graf (IEEE Trans. Neural Networks, 1996)

Speaker independent audio-visual database for bimodal ASR. - Gerasimos Potamianos; Eric Cosatto; Hans Peter Graf; David B. Roe (AVSP, 1997)

Sample-Based Synthesis of Photo-Realistic Talking Heads. - Eric Cosatto; Hans Peter Graf (CA, 1998)

Discriminative training of HMM stream exponents for audio-visual speech recognition. - Gerasimos Potamianos; Hans Peter Graf (ICASSP, 1998)

An Image Transform Approach for HMM based Automatic Lipreading. - Gerasimos Potamianos; Hans Peter Graf; Eric Cosatto (ICIP (3), 1998)

Linear discriminant analysis for speechreading. - Gerasimos Potamianos; Hans Peter Graf (MMSP, 1998)

Face Analysis for the Synthesis of Photo-Realistic Talking Heads. - Hans Peter Graf; Eric Cosatto; Tony Ezzat (FG, 2000)

Audio-Visual Unit Selection for the Synthesis of Photo-Realistic Talking-Heads. - Eric Cosatto; Gerasimos Potamianos; Hans Peter Graf (IEEE International Conference on Multimedia and Expo (II), 2000)

Multimodal Speech Synthesis. - Juergen Schroeter; Jörn Ostermann; Hans Peter Graf; Marc C. Beutnagel; Eric Cosatto; Ann K. Syrdal; Alistair Conkie; Yannis Stylianou (IEEE International Conference on Multimedia and Expo (I), 2000)

Photo-Realistic Talking-Heads from Image Samples. - Eric Cosatto; Hans Peter Graf (IEEE Trans. Multim., 2000)

Virtual light: digitally-generated lighting for video conferencing applications. - Andrea Basso 001; Hans Peter Graf; David C. Gibbon; Eric Cosatto; Shan Liu (ICIP (2), 2001)

Visual Prosody: Facial Movements Accompanying Speech. - Hans Peter Graf; Eric Cosatto; Volker Strom; Fu Jie Huang (FGR, 2002)

Triphone based unit selection for concatenative visual speech synthesis. - Fu Jie Huang; Eric Cosatto; Hans Peter Graf (ICASSP, 2002)

Lifelike talking faces for interactive services. - Eric Cosatto; Jörn Ostermann; Hans Peter Graf; Juergen Schroeter (Proc. IEEE, 2003)

Parallel Support Vector Machines: The Cascade SVM. - Hans Peter Graf; Eric Cosatto; Léon Bottou; Igor Durdanovic; Vladimir Vapnik (NIPS, 2004)

Grading nuclear pleomorphism on histological micrographs. - Eric Cosatto; Matthew Miller; Hans Peter Graf; John Meyer (ICPR, 2008)

A Massively Parallel Digital Learning Processor. - Hans Peter Graf; Srihari Cadambi; Igor Durdanovic; Venkata Jakkula; Murugan Sankaradass; Eric Cosatto; Srimat T. Chakradhar (NIPS, 2008)

Identifying histological elements with convolutional neural networks. - Christopher Malon; Matthew Miller; Harold Christopher Burger; Eric Cosatto; Hans Peter Graf (CSTST, 2008)

A Massively Parallel Coprocessor for Convolutional Neural Networks. - Murugan Sankaradass; Venkata Jakkula; Srihari Cadambi; Srimat T. Chakradhar; Igor Durdanovic; Eric Cosatto; Hans Peter Graf (ASAP, 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 (FCCM, 2009)

A programmable parallel accelerator for learning and classification. - Srihari Cadambi; Abhinandan Majumdar; Michela Becchi; Srimat T. Chakradhar; Hans Peter Graf (PACT, 2010)

A parallel accelerator for semantic search. - Abhinandan Majumdar; Srihari Cadambi; Srimat T. Chakradhar; Hans Peter Graf (SASP, 2011)

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)

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 (Digital Pathology, 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)

Pruning Filters for Efficient ConvNets. - Hao Li 022; Asim Kadav; Igor Durdanovic; Hanan Samet; Hans Peter Graf (ICLR (Poster), 2017)

Grounded Objects and Interactions for Video Captioning. - Chih-Yao Ma; Asim Kadav; Iain Melvin; Zsolt Kira; Ghassan AlRegib; Hans Peter Graf (CoRR, 2017)

Attend and Interact: Higher-Order Object Interactions for Video Understanding. - Chih-Yao Ma; Asim Kadav; Iain Melvin; Zsolt Kira; Ghassan AlRegib; Hans Peter Graf (CVPR, 2018)

On Novel Object Recognition: A Unified Framework for Discriminability and Adaptability. - Kai Li 012; Martin Renqiang Min; Bing Bai; Yun Fu 001; Hans Peter Graf (CIKM, 2019)

Conditional GAN with Discriminative Filter Generation for Text-to-Video Synthesis. - Yogesh Balaji; Martin Renqiang Min; Bing Bai; Rama Chellappa; Hans Peter Graf (IJCAI, 2019)

Tripping through time: Efficient Localization of Activities in Videos. - Meera Hahn; Asim Kadav; James M. Rehg; Hans Peter Graf (BMVC, 2020)

15 Keypoints Is All You Need. - Michael Snower; Asim Kadav; Farley Lai; Hans Peter Graf (CVPR, 2020)

S3VAE: Self-Supervised Sequential VAE for Representation Disentanglement and Data Generation. - Yizhe Zhu; Martin Renqiang Min; Asim Kadav; Hans Peter Graf (CVPR, 2020)

Hopper: Multi-hop Transformer for Spatiotemporal Reasoning. - Honglu Zhou; Asim Kadav; Farley Lai; Alexandru Niculescu-Mizil; Martin Renqiang Min; Mubbasir Kapadia; Hans Peter Graf (ICLR, 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 (Digital Pathology, 2021)

COMPOSER: Compositional Learning of Group Activity in Videos. - Honglu Zhou; Asim Kadav; Aviv Shamsian; Shijie Geng; Farley Lai; Long Zhao 003; Ting Liu 005; Mubbasir Kapadia; Hans Peter Graf (CoRR, 2021)

COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality. - Honglu Zhou; Asim Kadav; Aviv Shamsian; Shijie Geng; Farley Lai; Long Zhao 003; Ting Liu 005; Mubbasir Kapadia; Hans Peter Graf (ECCV (35), 2022)

Learning Higher-order Object Interactions for Keypoint-based Video Understanding. - Yi Huang; Asim Kadav; Farley Lai; Deep Patel; Hans Peter Graf (CoRR, 2023)