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Oh, Changdae
9 publications
ICLR
2025
DaWin: Training-Free Dynamic Weight Interpolation for Robust Adaptation
Changdae Oh
,
Yixuan Li
,
Kyungwoo Song
,
Sangdoo Yun
,
Dongyoon Han
ICML
2025
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
Changdae Oh
,
Zhen Fang
,
Shawn Im
,
Xuefeng Du
,
Yixuan Li
ICLRW
2025
Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach
Changdae Oh
,
Zhen Fang
,
Shawn Im
,
Xuefeng Du
,
Yixuan Li
NeurIPS
2025
Visual Instruction Bottleneck Tuning
Changdae Oh
,
Jiatong Li
,
Shawn Im
,
Sharon Li
NeurIPSW
2024
Adapting Foundation Models via Training-Free Dynamic Weight Interpolation
Changdae Oh
,
Yixuan Li
,
Kyungwoo Song
,
Sangdoo Yun
,
Dongyoon Han
NeurIPS
2024
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
Changdae Oh
,
Hyesu Lim
,
Mijoo Kim
,
Dongyoon Han
,
Sangdoo Yun
,
Jaegul Choo
,
Alexander Hauptmann
,
Zhi-Qi Cheng
,
Kyungwoo Song
CVPR
2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
Changdae Oh
,
Hyeji Hwang
,
Hee-young Lee
,
YongTaek Lim
,
Geunyoung Jung
,
Jiyoung Jung
,
Hosik Choi
,
Kyungwoo Song
NeurIPS
2023
Geodesic Multi-Modal Mixup for Robust Fine-Tuning
Changdae Oh
,
Junhyuk So
,
Hoyoon Byun
,
YongTaek Lim
,
Minchul Shin
,
Jong-June Jeon
,
Kyungwoo Song
NeurIPSW
2023
Towards Calibrated Robust Fine-Tuning of Vision-Language Models
Changdae Oh
,
Mijoo Kim
,
Hyesu Lim
,
Junhyeok Park
,
Euiseog Jeong
,
Zhi-Qi Cheng
,
Kyungwoo Song