William Paul

According to our database, William Paul authored at least 29 papers between 1996 and 2024.

Collaborative distances:

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

2024

Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures.

Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina

IEEE Trans. Inf. Forensics Secur., 2024

2023

Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training.

Arun V. Reddy, William Paul, Corban Rivera, Ketul Shah, Celso M. de Melo, Rama Chellappa

CoRR, 2023

ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning.

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

CoRR, 2023

Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility.

William Paul, Philip Mathew, Fady Alajaji, Philippe Burlina

CoRR, 2023

EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis Fairness.

Haolin Yuan, John N. Aucott, Armin Hadzic, William Paul, Marcia Villegas de Flores, Philip Mathew, Philippe Burlina, Yinzhi Cao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline Performances.

Arun V. Reddy, Ketul Shah, William Paul, Rohita Mocharla, Judy Hoffman, Kapil D. Katyal, Dinesh Manocha, Celso M. de Melo, Rama Chellappa

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

TARA: Training and Representation Alteration for AI Fairness and Domain Generalization.

William Paul, Armin Hadzic, Neil Joshi, Fady Alajaji, Philippe Burlina

Neural Comput., 2022

Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures.

Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina

CoRR, 2022

EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation.

Haolin Yuan, Armin Hadzic, William Paul, Daniella Villegas de Flores, Philip Mathew, John N. Aucott, Yinzhi Cao, Philippe Burlina

CoRR, 2022

Rényi Fair Information Bottleneck for Image Classification.

Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina

Proceedings of the 17th Canadian Workshop on Information Theory, 2022

Robustness and Adaptation to Hidden Factors of Variation.

William Paul, Philippe Burlina

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes With Applications to Anomaly Detection.

William Paul, I-Jeng Wang, Fady Alajaji, Philippe Burlina

Neural Comput., 2021

Least kth-Order and Rényi Generative Adversarial Networks.

Himesh Bhatia, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina

Neural Comput., 2021

Generalizing Fairness: Discovery and Mitigation of Unknown Sensitive Attributes.

William Paul, Philippe Burlina

CoRR, 2021

Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods.

William Paul, Yinzhi Cao, Miaomiao Zhang, Philippe Burlina

CoRR, 2021

Defending Medical Image Diagnostics Against Privacy Attacks Using Generative Methods: Application to Retinal Diagnostics.

William Paul, Yinzhi Cao, Miaomiao Zhang, Philippe Burlina

Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021

2020

RENATA: REpreseNtation And Training Alteration for Bias Mitigation.

William Paul, Armin Hadzic, Neil Joshi, Philippe Burlina

CoRR, 2020

AI Progress in Skin Lesion Analysis.

Philippe M. Burlina, William Paul, Phil A. Mathew, Neil J. Joshi, Alison W. Rebman, John N. Aucott

CoRR, 2020

Rényi Generative Adversarial Networks.

Himesh Bhatia, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina

CoRR, 2020

Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics.

Philippe Burlina, Neil Joshi, William Paul, Katia D. Pacheco, Neil M. Bressler

CoRR, 2020

Unsupervised Semantic Attribute Discovery and Control in Generative Models.

William Paul, I-Jeng Wang, Fady Alajaji, Philippe Burlina

CoRR, 2020

AI-based detection of erythema migrans and disambiguation against other skin lesions.

Philippe M. Burlina, Neil J. Joshi, Phil A. Mathew, William Paul, Alison W. Rebman, John N. Aucott

Comput. Biol. Medicine, 2020

2019

Hierarchical Variational Imitation Learning of Control Programs.

Roy Fox, Richard Shin, William Paul, Yitian Zou, Dawn Song, Ken Goldberg, Pieter Abbeel, Ion Stoica

CoRR, 2019

2018

Ray: A Distributed Framework for Emerging AI Applications.

Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, Melih Elibol, Zongheng Yang, William Paul, Michael I. Jordan, Ion Stoica

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

2017

Ray: A Distributed Framework for Emerging AI Applications.

Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, William Paul, Michael I. Jordan, Ion Stoica

CoRR, 2017

Real-Time Machine Learning: The Missing Pieces.

Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov, William Paul, Johann Schleier-Smith, Richard Liaw, Michael I. Jordan, Ion Stoica

CoRR, 2017

Real-Time Machine Learning: The Missing Pieces.

Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov, William Paul, Johann Schleier-Smith, Richard Liaw, Mehrdad Niknami, Michael I. Jordan, Ion Stoica

Proceedings of the 16th Workshop on Hot Topics in Operating Systems, 2017

2009

Lest we remember: cold-boot attacks on encryption keys.

J. Alex Halderman, Seth D. Schoen, Nadia Heninger, William Clarkson, William Paul, Joseph A. Calandrino, Ariel J. Feldman, Jacob Appelbaum, Edward W. Felten

Commun. ACM, 2009

1996

A human approach to security management in health care.

H. James, K. Andronis, William Paul

Proceedings of the Information Systems Security, 1996