Flattening sharpness for dynamic gradient projection memory benefits continual learning D Deng, G Chen, J Hao, Q Wang, PA Heng Advances in Neural Information Processing Systems 34, 18710-18721, 2021 | 50 | 2021 |
Deep learning in cell image analysis J Xu, D Zhou, D Deng, J Li, C Chen, X Liao, G Chen, PA Heng Intelligent Computing, 2022 | 14 | 2022 |
Uncertainty estimation by fisher information-based evidential deep learning D Deng, G Chen, Y Yu, F Liu, PA Heng International Conference on Machine Learning, 7596-7616, 2023 | 11 | 2023 |
Flat-aware cross-stage distilled framework for imbalanced medical image classification J Li, G Chen, H Mao, D Deng, D Li, J Hao, Q Dou, PA Heng International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 6 | 2022 |
Adaptive Negative Evidential Deep Learning for Open-set Semi-supervised Learning Y Yu, D Deng, F Liu, Y Jin, Q Dou, G Chen, PA Heng arXiv preprint arXiv:2303.12091, 2023 | 2 | 2023 |
Uncertainty estimation by fisher information-based evidential deep learning D Danruo, G Chen, YU Yang, F Liu, PA Heng | 1 | 2023 |
ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning Y Yu, D Deng, F Liu, Q Dou, Y Jin, G Chen, PA Heng Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 16587 …, 2024 | | 2024 |
Dual Ensembled Multiagent Q-Learning with Hypernet Regularizer Y Yang, G Chen, H Tang, F Liu, D Danruo, HAO Jianye, PA Heng | | 2022 |
A Simple and Provable Method to Adapt Pre-trained Model across Domains with Few Samples D Danruo, G Chen, F Liu, J Li, HAO Jianye, PA Heng | | 2022 |