Bin-wise Temperature Scaling (BTS): Improvement in Confidence Calibration Performance through Simple Scaling Techniques. - Byeongmoon Ji; Hyemin Jung; Jihyeun Yoon; Kyungyul Kim; Younghak Shin (ICCV Workshops, 2019)

Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation. - Jihyeun Yoon; Kyungyul Kim; Jongseong Jang (ICCV Workshops, 2019)

Self-Knowledge Distillation: A Simple Way for Better Generalization. - Kyungyul Kim; Byeongmoon Ji; Doyoung Yoon; Sangheum Hwang (CoRR, 2020)

Self-Knowledge Distillation with Progressive Refinement of Targets. - Kyungyul Kim; Byeongmoon Ji; Doyoung Yoon; Sangheum Hwang (ICCV, 2021)

Rethinking Evaluation Protocols of Visual Representations Learned via Self-supervised Learning. - Jae-Hun Lee; Doyoung Yoon; Byeongmoon Ji; Kyungyul Kim; Sangheum Hwang (CoRR, 2023)

GTA: Guided Transfer of Spatial Attention from Object-Centric Representations. - SeokHyun Seo; Jinwoo Hong; Jungwoo Chae; Kyungyul Kim; Sangheum Hwang (CoRR, 2024)

APT: Adaptive Personalized Training for Diffusion Models with Limited Data. - Jungwoo Chae; Jiyoon Kim; Jaewoong Choi; Kyungyul Kim; Sangheum Hwang (CVPR, 2025)