William Paul

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 30

Top Topics

Imitation Learning

Sensitive Attributes

Information Bottleneck

Domain Adaptation

Top Venues

CLIP/DCL/LL-COVID19/PPML@MICCAI

Publications

Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures. IEEE Trans. Inf. Forensics Secur. 19 (2024)
William Paul, Philip Mathew, Fady Alajaji, Philippe Burlina
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility. CoRR (2023)
Haolin Yuan, John N. Aucott, Armin Hadzic, William Paul, Marcia Villegas de Flores, Philip Mathew, Philippe Burlina, Yinzhi Cao
EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis Fairness. MICCAI (4) (2023)
Arun V. Reddy, Ketul Shah, William Paul, Rohita Mocharla, Judy Hoffman, Kapil D. Katyal, Dinesh Manocha, Celso M. de Melo, Rama Chellappa
Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline Performances. ICRA (2023)
Arun V. Reddy, William Paul, Corban Rivera, Ketul Shah, Celso M. de Melo, Rama Chellappa
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training. CoRR (2023)
Qiao Gu, Alihusein Kuwajerwala, Sacha Morin, Krishna Murthy Jatavallabhula, Bipasha Sen, Aditya Agarwal, Corban Rivera, William Paul, Kirsty Ellis, Rama Chellappa, Chuang Gan, Celso Miguel de Melo, Joshua B. Tenenbaum, Antonio Torralba, Florian Shkurti, Liam Paull
ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning. CoRR (2023)
Arun V. Reddy, Ketul Shah, William Paul, Rohita Mocharla, Judy Hoffman, Kapil D. Katyal, Dinesh Manocha, Celso M. de Melo, Rama Chellappa
Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline Performances. CoRR (2023)
William Paul, Philippe Burlina
Robustness and Adaptation to Hidden Factors of Variation. CVPR Workshops (2022)
William Paul, Armin Hadzic, Neil Joshi, Fady Alajaji, Philippe Burlina
TARA: Training and Representation Alteration for AI Fairness and Domain Generalization. Neural Comput. 34 (3) (2022)
Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Rényi Fair Information Bottleneck for Image Classification. CWIT (2022)
Haolin Yuan, Armin Hadzic, William Paul, Daniella Villegas de Flores, Philip Mathew, John N. Aucott, Yinzhi Cao, Philippe Burlina
EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation. CoRR (2022)
Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Renyi Fair Information Bottleneck for Image Classification. CoRR (2022)
Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures. CoRR (2022)
William Paul, Philippe Burlina
Robustness and Adaptation to Hidden Factors of Variation. CoRR (2022)
William Paul, I-Jeng Wang, Fady Alajaji, Philippe Burlina
Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes With Applications to Anomaly Detection. Neural Comput. 33 (3) (2021)
William Paul, Yinzhi Cao, Miaomiao Zhang, Philippe Burlina
Defending Medical Image Diagnostics Against Privacy Attacks Using Generative Methods: Application to Retinal Diagnostics. CLIP/DCL/LL-COVID19/PPML@MICCAI (2021)
William Paul, Philippe Burlina
Generalizing Fairness: Discovery and Mitigation of Unknown Sensitive Attributes. CoRR (2021)
William Paul, Yinzhi Cao, Miaomiao Zhang, Philippe Burlina
Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods. CoRR (2021)
Himesh Bhatia, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Least kth-Order and Rényi Generative Adversarial Networks. Neural Comput. 33 (9) (2021)
Philippe M. Burlina, William Paul, Phil A. Mathew, Neil J. Joshi, Alison W. Rebman, John N. Aucott
AI Progress in Skin Lesion Analysis. CoRR (2020)
Himesh Bhatia, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina
Rényi Generative Adversarial Networks. CoRR (2020)
Philippe M. Burlina, Neil J. Joshi, Phil A. Mathew, William Paul, Alison W. Rebman, John N. Aucott
AI-based detection of erythema migrans and disambiguation against other skin lesions. Comput. Biol. Medicine 125 (2020)
William Paul, Armin Hadzic, Neil Joshi, Philippe Burlina
RENATA: REpreseNtation And Training Alteration for Bias Mitigation. CoRR (2020)
Philippe Burlina, Neil Joshi, William Paul, Katia D. Pacheco, Neil M. Bressler
Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics. CoRR (2020)
William Paul, I-Jeng Wang, Fady Alajaji, Philippe Burlina
Unsupervised Semantic Attribute Discovery and Control in Generative Models. CoRR (2020)
Roy Fox, Richard Shin, William Paul, Yitian Zou, Dawn Song, Ken Goldberg, Pieter Abbeel, Ion Stoica
Hierarchical Variational Imitation Learning of Control Programs. CoRR (2019)
Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, Melih Elibol, Zongheng Yang, William Paul, Michael I. Jordan, Ion Stoica
Ray: A Distributed Framework for Emerging AI Applications. OSDI (2018)
Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov, William Paul, Johann Schleier-Smith, Richard Liaw, Mehrdad Niknami, Michael I. Jordan, Ion Stoica
Real-Time Machine Learning: The Missing Pieces. HotOS (2017)
Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, William Paul, Michael I. Jordan, Ion Stoica
Ray: A Distributed Framework for Emerging AI Applications. CoRR (2017)
Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov, William Paul, Johann Schleier-Smith, Richard Liaw, Michael I. Jordan, Ion Stoica
Real-Time Machine Learning: The Missing Pieces. CoRR (2017)
J. Alex Halderman, Seth D. Schoen, Nadia Heninger, William Clarkson, William Paul, Joseph A. Calandrino, Ariel J. Feldman, Jacob Appelbaum, Edward W. Felten
Lest we remember: cold-boot attacks on encryption keys. Commun. ACM 52 (5) (2009)
J. Alex Halderman, Seth D. Schoen, Nadia Heninger, William Clarkson, William Paul, Joseph A. Calandrino, Ariel J. Feldman, Jacob Appelbaum, Edward W. Felten
Lest We Remember: Cold Boot Attacks on Encryption Keys. USENIX Security Symposium (2008)
H. James, K. Andronis, William Paul
A human approach to security management in health care. SEC (1996)