| Ray: A distributed framework for emerging {AI} applications P Moritz, R Nishihara, S Wang, A Tumanov, R Liaw, E Liang, M Elibol, ... 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2018 | 1254 | 2018 |
| Real-time machine learning: The missing pieces R Nishihara, P Moritz, S Wang, A Tumanov, W Paul, J Schleier-Smith, ... Proceedings of the 16th Workshop on Hot Topics in Operating Systems, 106-110, 2017 | 78 | 2017 |
| Addressing artificial intelligence bias in retinal diagnostics P Burlina, N Joshi, W Paul, KD Pacheco, NM Bressler Translational Vision Science & Technology 10 (2), 13-13, 2021 | 77 | 2021 |
| Low-shot deep learning of diabetic retinopathy with potential applications to address artificial intelligence bias in retinal diagnostics and rare ophthalmic diseases P Burlina, W Paul, P Mathew, N Joshi, KD Pacheco, NM Bressler JAMA ophthalmology 138 (10), 1070-1077, 2020 | 55 | 2020 |
| AI-based detection of erythema migrans and disambiguation against other skin lesions PM Burlina, NJ Joshi, PA Mathew, W Paul, AW Rebman, JN Aucott Computers in biology and medicine 125, 103977, 2020 | 38 | 2020 |
| Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning Q Gu, A Kuwajerwala, S Morin, KM Jatavallabhula, B Sen, A Agarwal, ... arXiv preprint arXiv:2309.16650, 2023 | 28 | 2023 |
| Detecting anomalies in retinal diseases using generative, discriminative, and self-supervised deep learning P Burlina, W Paul, TYA Liu, NM Bressler JAMA ophthalmology 140 (2), 185-189, 2022 | 21 | 2022 |
| Least th-Order and Rényi Generative Adversarial Networks H Bhatia, W Paul, F Alajaji, B Gharesifard, P Burlina Neural Computation 33 (9), 2473-2510, 2021 | 17 | 2021 |
| Tara: training and representation alteration for ai fairness and domain generalization W Paul, A Hadzic, N Joshi, F Alajaji, P Burlina Neural Computation 34 (3), 716-753, 2022 | 14 | 2022 |
| Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline Performances AV Reddy, K Shah, W Paul, R Mocharla, J Hoffman, KD Katyal, ... arXiv preprint arXiv:2303.10280, 2023 | 9 | 2023 |
| Unsupervised discovery, control, and disentanglement of semantic attributes with applications to anomaly detection W Paul, IJ Wang, F Alajaji, P Burlina Neural Computation 33 (3), 802-826, 2021 | 9* | 2021 |
| Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods W Paul, Y Cao, M Zhang, P Burlina arXiv preprint arXiv:2103.03078, 2021 | 6 | 2021 |
| Rényi fair information bottleneck for image classification A Gronowski, W Paul, F Alajaji, B Gharesifard, P Burlina 2022 17th Canadian Workshop on Information Theory (CWIT), 11-15, 2022 | 5 | 2022 |
| Defending Medical Image Diagnostics Against Privacy Attacks Using Generative Methods: Application to Retinal Diagnostics W Paul, Y Cao, M Zhang, P Burlina Clinical Image-Based Procedures, Distributed and Collaborative Learning …, 2021 | 5 | 2021 |
| Achieving utility, fairness, and compactness via tunable information bottleneck measures A Gronowski, W Paul, F Alajaji, B Gharesifard, P Burlina arXiv preprint arXiv:2206.10043, 2022 | 4 | 2022 |
| EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation H Yuan, A Hadzic, W Paul, DV de Flores, P Mathew, J Aucott, Y Cao, ... arXiv preprint arXiv:2202.13883, 2022 | 4 | 2022 |
| Accuracy of Artificial Intelligence in Estimating Best-Corrected Visual Acuity From Fundus Photographs in Eyes With Diabetic Macular Edema W Paul, P Burlina, R Mocharla, N Joshi, Z Li, S Gu, O Nanegrungsunk, ... JAMA ophthalmology, 2023 | 3 | 2023 |
| Evaluating Trade-offs in Computer Vision Between Attribute Privacy, Fairness and Utility W Paul, P Mathew, F Alajaji, P Burlina arXiv preprint arXiv:2302.07917, 2023 | 2 | 2023 |
| EdgeMixup: Embarrassingly Simple Data Alteration to Improve Lyme Disease Lesion Segmentation and Diagnosis Fairness H Yuan, J Aucott, A Hadzic, W Paul, M Villegas de Flores, P Mathew, ... International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 1 | 2023 |
| AI Progress in Skin Lesion Analysis PM Burlina, W Paul, PA Mathew, NJ Joshi, AW Rebman, JN Aucott arXiv preprint arXiv:2009.13323, 2020 | 1 | 2020 |
