Lee, Kyungmin

22 publications

ICLR 2026 Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling Kyungmin Lee, Sihyun Yu, Jinwoo Shin

ICLR 2026 HAMLET: Switch Your Vision-Language-Action Model into a History-Aware Policy Myungkyu Koo, Daewon Choi, Taeyoung Kim, Kyungmin Lee, Changyeon Kim, Younggyo Seo, Jinwoo Shin

CVPR 2025 Calibrated Multi-Preference Optimization for Aligning Diffusion Models Kyungmin Lee, Xiahong Li, Qifei Wang, Junfeng He, Junjie Ke, Ming-Hsuan Yang, Irfan Essa, Jinwoo Shin, Feng Yang, Yinxiao Li

ICLR 2025 DiffusionGuard: A Robust Defense Against Malicious Diffusion-Based Image Editing June Suk Choi, Kyungmin Lee, Jongheon Jeong, Saining Xie, Jinwoo Shin, Kimin Lee

IJCAI 2025 StarFT: Robust Fine-Tuning of Zero-Shot Models via Spuriosity Alignment Younghyun Kim, Jongheon Jeong, Sangkyung Kwak, Kyungmin Lee, Juho Lee, Jinwoo Shin

ICMLW 2024 DiffusionGuard: A Robust Defense Against Malicious Diffusion-Based Image Editing June Suk Choi, Kyungmin Lee, Jongheon Jeong, Saining Xie, Jinwoo Shin, Kimin Lee

NeurIPS 2024 Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion Models Kyungmin Lee, Sangkyung Kwak, Kihyuk Sohn, Jinwoo Shin

CVPR 2024 Discovering and Mitigating Visual Biases Through Keyword Explanation Younghyun Kim, Sangwoo Mo, Minkyu Kim, Kyungmin Lee, Jaeho Lee, Jinwoo Shin

ICLR 2024 DreamFlow: High-Quality Text-to-3D Generation by Approximating Probability Flow Kyungmin Lee, Kihyuk Sohn, Jinwoo Shin

ECCV 2024 Improving Diffusion Models for Authentic Virtual Try-on in the Wild Yisol Choi, Sangkyung Kwak, Kyungmin Lee, Hyungwon Choi, Jinwoo Shin

ICML 2024 Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning Donghu Kim, Hojoon Lee, Kyungmin Lee, Dongyoon Hwang, Jaegul Choo

NeurIPS 2023 Collaborative Score Distillation for Consistent Visual Editing Subin Kim, Kyungmin Lee, June Suk Choi, Jongheon Jeong, Kihyuk Sohn, Jinwoo Shin

ICMLW 2023 Collaborative Score Distillation for Consistent Visual Synthesis Subin Kim, Kyungmin Lee, June Suk Choi, Jongheon Jeong, Kihyuk Sohn, Jinwoo Shin

NeurIPSW 2023 Fine-Tuning Protein Language Models by Ranking Protein Fitness Minji Lee, Kyungmin Lee, Jinwoo Shin

NeurIPS 2023 S-CLIP: Semi-Supervised Vision-Language Learning Using Few Specialist Captions Sangwoo Mo, Minkyu Kim, Kyungmin Lee, Jinwoo Shin

ICLR 2023 STUNT: Few-Shot Tabular Learning with Self-Generated Tasks from Unlabeled Tables Jaehyun Nam, Jihoon Tack, Kyungmin Lee, Hankook Lee, Jinwoo Shin

NeurIPS 2023 Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training Jian Meng, Li Yang, Kyungmin Lee, Jinwoo Shin, Deliang Fan, Jae-sun Seo

ECCV 2022 GCISG: Guided Causal Invariant Learning for Improved Syn-to-Real Generalization Gilhyun Nam, Gyeongjae Choi, Kyungmin Lee

ICLR 2022 Prototypical Contrastive Predictive Coding Kyungmin Lee

IJCAI 2022 Pseudo-Spherical Knowledge Distillation Kyungmin Lee, Hyeongkeun Lee

NeurIPS 2022 RényiCL: Contrastive Representation Learning with Skew Rényi Divergence Kyungmin Lee, Jinwoo Shin

NeurIPSW 2022 STUNT: Few-Shot Tabular Learning with Self-Generated Tasks from Unlabeled Tables Jaehyun Nam, Jihoon Tack, Kyungmin Lee, Hankook Lee, Jinwoo Shin