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2020 – today
- 2024
[j6]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: 1630-1645 (2024)- [c11]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. CVPR 2024: 18919-18929 - [c10]Qiao Gu, Ali 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. ICRA 2024: 5021-5028 - 2023
- [c9]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: 11374-11381 - [c8]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: 374-384 - [i18]William Paul, Philip Mathew, Fady Alajaji, Philippe Burlina:
Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility. CoRR abs/2302.07917 (2023) - [i17]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 abs/2303.10280 (2023) - [i16]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 abs/2309.16650 (2023) - [i15]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 abs/2312.02914 (2023) - 2022
- [j5]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): 716-753 (2022) - [c7]William Paul, Philippe Burlina:
Robustness and Adaptation to Hidden Factors of Variation. CVPR Workshops 2022: 122-129 - [c6]Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina:
Rényi Fair Information Bottleneck for Image Classification. CWIT 2022: 11-15 - [i14]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 abs/2202.13883 (2022) - [i13]William Paul, Philippe Burlina:
Robustness and Adaptation to Hidden Factors of Variation. CoRR abs/2203.01864 (2022) - [i12]Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina:
Renyi Fair Information Bottleneck for Image Classification. CoRR abs/2203.04950 (2022) - [i11]Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina:
Achieving Utility, Fairness, and Compactness via Tunable Information Bottleneck Measures. CoRR abs/2206.10043 (2022) - 2021
- [j4]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): 802-826 (2021) - [j3]Himesh Bhatia, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina:
Least kth-Order and Rényi Generative Adversarial Networks. Neural Comput. 33(9): 2473-2510 (2021) - [c5]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: 174-187 - [i10]William Paul, Yinzhi Cao, Miaomiao Zhang, Philippe Burlina:
Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods. CoRR abs/2103.03078 (2021) - [i9]William Paul, Philippe Burlina:
Generalizing Fairness: Discovery and Mitigation of Unknown Sensitive Attributes. CoRR abs/2107.13625 (2021) - 2020
- [j2]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: 103977 (2020) - [i8]William Paul, I-Jeng Wang, Fady Alajaji, Philippe Burlina:
Unsupervised Semantic Attribute Discovery and Control in Generative Models. CoRR abs/2002.11169 (2020) - [i7]Philippe Burlina, Neil Joshi, William Paul, Katia D. Pacheco, Neil M. Bressler:
Addressing Artificial Intelligence Bias in Retinal Disease Diagnostics. CoRR abs/2004.13515 (2020) - [i6]Himesh Bhatia, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina:
Rényi Generative Adversarial Networks. CoRR abs/2006.02479 (2020) - [i5]Philippe M. Burlina, William Paul, Phil A. Mathew, Neil J. Joshi, Alison W. Rebman, John N. Aucott:
AI Progress in Skin Lesion Analysis. CoRR abs/2009.13323 (2020) - [i4]William Paul, Armin Hadzic, Neil Joshi, Philippe Burlina:
RENATA: REpreseNtation And Training Alteration for Bias Mitigation. CoRR abs/2012.06387 (2020)
2010 – 2019
- 2019
- [i3]Roy Fox, Richard Shin, William Paul, Yitian Zou, Dawn Song, Ken Goldberg, Pieter Abbeel, Ion Stoica:
Hierarchical Variational Imitation Learning of Control Programs. CoRR abs/1912.12612 (2019) - 2018
- [c4]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: 561-577 - 2017
- [c3]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: 106-110 - [i2]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 abs/1703.03924 (2017) - [i1]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 abs/1712.05889 (2017)
2000 – 2009
- 2009
- [j1]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): 91-98 (2009) - 2008
- [c2]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: 45-60
1990 – 1999
- 1996
- [c1]H. James, K. Andronis, William Paul:
A human approach to security management in health care. SEC 1996: 365-376
Coauthor Index
aka: Philippe M. Burlina
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