Philippe Burlina
Johns Hopkins University
H-index: 40
North America-United States
Top articles of Philippe Burlina
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Do Adaptive Active Attacks Pose Greater Risk Than Static Attacks? | Nathan Drenkow Max Lennon I Wang Philippe Burlina | 2023 | |
Classification utility, fairness, and compactness via tunable information bottleneck and Rényi measures | IEEE Transactions on Information Forensics and Security | Adam Gronowski William Paul Fady Alajaji Bahman Gharesifard Philippe Burlina | 2023/12/5 |
EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis Fairness | Haolin Yuan John Aucott Armin Hadzic William Paul Marcia Villegas de Flores | 2023/10/1 | |
Accuracy of artificial intelligence in estimating best-corrected visual acuity from fundus photographs in eyes with diabetic macular edema | JAMA ophthalmology | William Paul Philippe Burlina Rohita Mocharla Neil Joshi Zhuolin Li | 2023/7/1 |
Evaluating trade-offs in computer vision between attribute privacy, fairness and utility | arXiv preprint arXiv:2302.07917 | William Paul Philip Mathew Fady Alajaji Philippe Burlina | 2023/2/15 |
Detecting anomalies in retinal diseases using generative, discriminative, and self-supervised deep learning | JAMA ophthalmology | Philippe Burlina William Paul TY Alvin Liu Neil M Bressler | 2022/2/1 |
Achieving utility, fairness, and compactness via tunable information bottleneck measures | arXiv preprint arXiv:2206.10043 | Adam Gronowski William Paul Fady Alajaji Bahman Gharesifard Philippe Burlina | 2022 |
Addressing heterogeneity in federated learning via distributional transformation | Haolin Yuan Bo Hui Yuchen Yang Philippe Burlina Neil Zhenqiang Gong | 2022/10/23 | |
Robustness and Adaptation to Hidden Factors of Variation | William Paul Philippe Burlina | 2022 | |
Rényi fair information bottleneck for image classification | Adam Gronowski William Paul Fady Alajaji Bahman Gharesifard Philippe Burlina | 2022/6/5 | |
Attack agnostic detection of adversarial examples via random subspace analysis | Nathan Drenkow Neil Fendley Philippe Burlina | 2022 | |
Edgemixup: improving fairness for skin disease classification and segmentation | arXiv preprint arXiv:2202.13883 | Haolin Yuan Armin Hadzic William Paul Daniella Villegas de Flores Philip Mathew | 2022/2/28 |
TARA: Training and representation alteration for AI fairness and domain generalization | Neural Computation | William Paul Armin Hadzic Neil Joshi Fady Alajaji Philippe Burlina | 2022/2/17 |
Addressing artificial intelligence bias in retinal diagnostics | Translational Vision Science & Technology | Philippe Burlina Neil Joshi William Paul Katia D Pacheco Neil M Bressler | 2021/2/5 |
Least th-Order and Rényi Generative Adversarial Networks | Neural Computation | Himesh Bhatia William Paul Fady Alajaji Bahman Gharesifard Philippe Burlina | 2021/8/19 |
Practical blind membership inference attack via differential comparisons | Bo Hui Yuchen Yang Haolin Yuan Philippe Burlina Neil Zhenqiang Gong | 2021 | |
Adaptation and Generalization for Unknown Sensitive Factors of Variations | arXiv preprint arXiv:2107.13625 | William Paul Philippe Burlina | 2021/7/28 |
Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning | Cristina Oyarzun Laura M Jorge Cardoso Michal Rosen-Zvi Georgios Kaissis Marius George Linguraru | 2021/11/13 | |
AI fairness via domain adaptation | arXiv preprint arXiv:2104.01109 | Neil Joshi Phil Burlina | 2021/3/15 |
Patch attack invariance: How sensitive are patch attacks to 3d pose? | Max Lennon Nathan Drenkow Phil Burlina | 2021 |
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