발행물

전체 논문

216

101

NegMerge: Consensual Weight Negation for Strong Machine Unlearning
Hyoseo Kim, Dongyoon Han*, Junsuk Choe* (* corresponding author)
2025

102

Peri-LN: Revisiting Layer Normalization in the Transformer Architecture
Jeonghoon Kim, Byeongchan Lee, Cheonbok Park, Yeontaek Oh, Beomjun Kim, Taehwan Yoo, Seongjin Shin, Dongyoon Han, Jinwoo Shin, Kang Min Yoo
2025

103

Diffusion Meets Few-shot Class Incremental Learning
Junsu Kim, Yunhoe Ku, Dongyoon Han*, Seungryul Baek* (* corresponding author)
2025

104

Masking meets Supervision: A Strong Learning Alliance
Byeongho Heo, Taekyung Kim, Sangdoo Yun, Dongyoon Han
Computer Vision and Pattern Recognition (CVPR), 2025

105

Morphing Tokens Draw Strong Masked Image Models
Taekyung Kim*, Byeongho Heo, Dongyoon Han* (* 1st author)
International Conference on Learning Representations (ICLR), 2025

106

DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation
Changdae Oh, Sharon Li, Kyungwoo Song*, Sangdoo Yun*, Dongyoon Han* (* corresponding author)
International Conference on Learning Representations (ICLR), 2025

107

Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models
Jung Hyun Lee, June Yong Yang, Byeongho Heo, Dongyoon Han, Kyungsu Kim, Eunho Yang, Kang Min Yoo
International Conference on Learning Representations (ICLR), 2025

108

Self-supervised Visual State Representation Learning for robotics from Dynamic Scenes
Taekyung Kim, Jeongeun Park, Sangdoo Yun, Dongyoon Han, Byeongho Heo
International Conference on Learning Representations (ICLR), 7th Robot Learning Workshop, 2025

109

Why Train Everything? Tint a Single Layer for Multi-task Model Merging
Aecheon Jung, Seunghwan Lee, Dongyoon Han*, Sungeun Hong* (* corresponding author)
2025

110

DNNs May Determine Major Properties of Their Outputs Early, with Timing Possibly Driven by Bias
Song Park*, Sanghyuk Chun*, Byeongho Heo, Dongyoon Han
2025