Improving Generalization in Meta-Learning via Meta-Gradient AugmentationInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
Dynamic Kernel Selection for Improved Generalization and Memory
Efficiency in Meta-learningComputer Vision and Pattern Recognition (CVPR), 2022 |
Meta-ticket: Finding optimal subnetworks for few-shot learning within
randomly initialized neural networksNeural Information Processing Systems (NeurIPS), 2022 |
Stability and Risk Bounds of Iterative Hard ThresholdingIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2022 |
B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic
Meta-LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 |