Suhyun Kang

According to our database, Suhyun Kang authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Towards a better evaluation of out-of-domain generalization.

Duhun Hwang, Suhyun Kang, Moonjung Eo, Jimyeong Kim, Wonjong Rhee

Neural Networks, 2025

Task-Specific Preconditioner for Cross-Domain Few-Shot Learning.

Suhyun Kang, Jungwon Park, Wonseok Lee, Wonjong Rhee

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Towards a rigorous analysis of mutual information in contrastive learning.

Kyungeun Lee, Jaeill Kim, Suhyun Kang, Wonjong Rhee

Neural Networks, 2024

2023

An effective low-rank compression with a joint rank selection followed by a compression-friendly training.

Moonjung Eo, Suhyun Kang, Wonjong Rhee

Neural Networks, April, 2023

A Differentiable Framework for End-to-End Learning of Hybrid Structured Compression.

Moonjung Eo, Suhyun Kang, Wonjong Rhee

CoRR, 2023

VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution.

Jaeill Kim, Suhyun Kang, Duhun Hwang, Jungwook Shin, Wonjong Rhee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Meta-Learning with a Geometry-Adaptive Preconditioner.

Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank.

Moonjung Eo, Suhyun Kang, Wonjong Rhee

CoRR, 2021