Meta-Learning with a Geometry-Adaptive Preconditioner S Kang, D Hwang, M Eo, T Kim, W Rhee CVPR23 (extended full version in arXiv https://arxiv.org/abs/2304.01552), 2023 | 17 | 2023 |
An effective low-rank compression with a joint rank selection followed by a compression-friendly training M Eo, S Kang, W Rhee Neural Networks 161, 165-177, 2023 | 12 | 2023 |
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution J Kim, S Kang, D Hwang, J Shin, W Rhee CVPR23, 2023 | 9 | 2023 |
A differentiable framework for end-to-end learning of hybrid structured compression M Eo, S Kang, W Rhee Workshop on practical ML for limited/low resource settings @ ICLR2024, 2024 | 1 | 2024 |
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning K Lee, J Kim, S Kang, W Rhee Neural Networks, 2024 | | 2024 |
Towards a Better Evaluation of Out-of-Domain Generalization D Hwang, S Kang, M Eo, J Kim, W Rhee arXiv preprint arXiv:2405.19703, 2024 | | 2024 |
LeSS: Learning to Select a Structured architecture over filter pruning and low-rank decomposition M Eo, S Kang, W Rhee 5th Workshop on practical ML for limited/low resource settings @ ICLR2024, 2024 | | 2024 |