Publications

Provable Benefit of Cutout and CutMix for Feature Learning

Junsoo Oh, Chulhee Yun
NeurIPS 2024 (Spotlight)
ICML 2024 Workshop on High-dimensional Learning Dynamics 2024: The Emergence of Structure and Reasoning
KT Best Paper Award at KAIA Conference 2024 (CKAIA 2024)

DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity

Baekrok Shin∗ , Junsoo Oh∗ , Hanseul Cho, Chulhee Yun
NeurIPS 2024
ICML 2024 Workshop on Advancing Neural Network Training (WANT): Computational Efficiency, Scalability, and Resource Optimization

Provable Benefit of Mixup for Finding Optimal Decision Boudaries

Junsoo Oh, Chulhee Yun
ICML 2023