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Suhyun Kang
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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
172023
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
122023
VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution
J Kim, S Kang, D Hwang, J Shin, W Rhee
CVPR23, 2023
92023
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
12023
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
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
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