Suhyun Kang - RankMe

13 papers A* 3Journal 10

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Task-Specific Preconditioner for Cross-Domain Few-Shot Learning. AAAI Suhyun Kang, Jungwon Park, Wonseok Lee, Wonjong Rhee
2025	J	`jnl`	Towards a better evaluation of out-of-domain generalization. Neural Networks Duhun Hwang, Suhyun Kang, Moonjung Eo, Jimyeong Kim, Wonjong Rhee
2024	J	`jnl`	Task-Specific Preconditioner for Cross-Domain Few-Shot Learning. CoRR Suhyun Kang, Jungwon Park, Wonseok Lee, Wonjong Rhee
2024	J	`jnl`	Towards a Better Evaluation of Out-of-Domain Generalization. CoRR Duhun Hwang, Suhyun Kang, Moonjung Eo, Jimyeong Kim, Wonjong Rhee
2024	J	`jnl`	Towards a rigorous analysis of mutual information in contrastive learning. Neural Networks Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee
2023	J	`jnl`	A Differentiable Framework for End-to-End Learning of Hybrid Structured Compression. CoRR Moonjung Eo, Suhyun Kang, Wonjong Rhee
2023	J	`jnl`	An effective low-rank compression with a joint rank selection followed by a compression-friendly training. Neural Networks Moonjung Eo, Suhyun Kang, Wonjong Rhee
2023	A*	`conf`	Meta-Learning with a Geometry-Adaptive Preconditioner. CVPR Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee
2023	J	`jnl`	Meta-Learning with a Geometry-Adaptive Preconditioner. CoRR Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee
2023	J	`jnl`	Towards a Rigorous Analysis of Mutual Information in Contrastive Learning. CoRR Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee
2023	A*	`conf`	VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution. CVPR Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee
2023	J	`jnl`	VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution. CoRR Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee
2021	J	`jnl`	A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank. CoRR Moonjung Eo, Suhyun Kang, Wonjong Rhee