| Patient aware active learning for fine-grained oct classification Y Logan, R Benkert, A Mustafa, G AlRegib 2022 IEEE International Conference on Image Processing (ICIP), 3908-3912, 2022 | 10 | 2022 |
| Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data R Benkert, M Prabhushankar, G AlRegib 2022 IEEE International Conference on Image Processing (ICIP), 2196-2200, 2022 | 6 | 2022 |
| Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation R Benkert, OJ Aribido, G AlRegib IEEE Transactions on Geoscience and Remote Sensing 60, 1-12, 2022 | 6 | 2022 |
| Explaining Deep Models Through Forgettable Learning Dynamics R Benkert, OJ Aribido, G AlRegib 2021 IEEE International Conference on Image Processing (ICIP), 3692-3696, 2021 | 6 | 2021 |
| Gaussian Switch Sampling: A Second Order Approach to Active Learning R Benkert, M Prabushankar, G AlRegib, A Pacharmi, E Corona IEEE Transactions on Artificial Intelligence, 2023 | 3 | 2023 |
| Explainable seismic neural networks using learning statistics R Benkert, O Joseph Aribido, G AlRegib First International Meeting for Applied Geoscience & Energy, 1425-1429, 2021 | 3 | 2021 |
| Reliable uncertainty estimation for seismic interpretation with prediction switches R Benkert, M Prabhushankar, G AlRegib Second International Meeting for Applied Geoscience & Energy, 1740-1744, 2022 | 1 | 2022 |
| FOCAL: A Cost-Aware Video Dataset for Active Learning K Kokilepersaud, YY Logan, R Benkert, C Zhou, M Prabhushankar, ... 2023 IEEE International Conference on Big Data (BigData), 1269-1278, 2023 | | 2023 |
| NEURAL NETWORK TRAINING M Parchami, E Corona, G Alregib, M Prabhushankar, R Benkert US Patent App. 17/676,469, 2023 | | 2023 |
| What samples must seismic interpreters label for efficient machine learning? R Benkert, M Prabhushankar, G AlRegib Third International Meeting for Applied Geoscience & Energy, 1004-1009, 2023 | | 2023 |
