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 | 10 | 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 |
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 | 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, 2023 | 1 | 2023 |
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning K Lee, J Kim, S Kang, W Rhee arXiv preprint arXiv:2308.15704, 2023 | | 2023 |
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, 0 | | |