| 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 | 2058 | 2018 |
| Conceptgraphs: Open-vocabulary 3d scene graphs for perception and planning Q Gu, A Kuwajerwala, S Morin, KM Jatavallabhula, B Sen, A Agarwal, ... 2024 IEEE International Conference on Robotics and Automation (ICRA), 5021-5028, 2024 | 392 | 2024 |
| 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 | 161 | 2021 |
| 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 | 91 | 2017 |
| 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 | 80 | 2020 |
| 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, ... 2023 IEEE International Conference on Robotics and Automation (ICRA), 11374 …, 2023 | 51 | 2023 |
| 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 | 46 | 2020 |
| 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 | 36 | 2022 |
| 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 | 24 | 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 | 24 | 2021 |
| 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 141 (7), 677-685, 2023 | 21 | 2023 |
| Classification utility, fairness, and compactness via tunable information bottleneck and Rényi measures A Gronowski, W Paul, F Alajaji, B Gharesifard, P Burlina IEEE Transactions on Information Forensics and Security 19, 1630-1645, 2023 | 13 | 2023 |
| 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 | 11 | 2022 |
| Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training A Reddy, W Paul, C Rivera, K Shah, CM de Melo, R Chellappa Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 10 | 2024 |
| Defending medical image diagnostics against privacy attacks using generative methods: Application to retinal diagnostics W Paul, Y Cao, M Zhang, P Burlina MICCAI Workshop on Distributed and Collaborative Learning, 174-187, 2021 | 10 | 2021 |
| 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 | 10* | 2021 |
| Conceptagent: Llm-driven precondition grounding and tree search for robust task planning and execution C Rivera, G Byrd, W Paul, T Feldman, M Booker, E Holmes, D Handelman, ... 2025 IEEE International Conference on Robotics and Automation (ICRA), 8988-8995, 2025 | 9 | 2025 |
| 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 | 9 | 2022 |
| Pfededit: Personalized federated learning via automated model editing H Yuan, W Paul, J Aucott, P Burlina, Y Cao European Conference on Computer Vision, 91-107, 2024 | 8 | 2024 |
| 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 |
