Published in CVPR 2026, 2026
Recommended citation: Jaehyun Park, Minyoung Ahn, Minkyu Kim, Jonghyun Lee, Jae-Gil Lee, Dongmin Park. "See and Fix the Flaws: Enabling VLMs and Diffusion Models to Comprehend Visual Artifacts via Agentic Data Synthesis." CVPR 2026.
Published in ICLR 2026, 2026
Recommended citation: Minkyu Kim, Sangheon Lee, Dongmin Park. "VLM-SubtleBench: How Far Are VLMs from Human-Level Subtle Comparative Reasoning?" ICLR 2026.
Published in ICLR 2026, 2026
Recommended citation: Dongmin Park, Minkyu Kim, Beongjun Choi, Junhyuck Kim, Keon Lee, Jonghyun Lee, Inkyu Park, Byeong-Uk Lee, Jaeyoung Hwang, Jaewoo Ahn, Ameya S. Mahabaleshwarkar, Bilal Kartal, Pritam Biswas, Yoshi Suhara, Kangwook Lee, Jaewoong Cho. "Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games." ICLR 2026.
Published in ICLR 2025 (Spotlight), 2025
Recommended citation: Sunwoo Kim, Minkyu Kim, Dongmin Park. "Test-time Alignment of Diffusion Models without Reward Over-optimization." ICLR 2025 (Spotlight).
Published in ICLR 2025 (Spotlight), 2025
Recommended citation: Dongmin Park, Sebin Kim, Taehong Moon, Minkyu Kim, Kangwook Lee, Jaewoong Cho. "Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance." ICLR 2025 (Spotlight).
Published in CVPR 2024, 2024
Recommended citation: Younghyun Kim, Sangwoo Mo, Minkyu Kim, Kyungmin Lee, Jaeho Lee, Jinwoo Shin. "Discovering and Mitigating Visual Biases through Keyword Explanation." CVPR 2024.
Published in ICLR 2024, 2024
Recommended citation: Sehyun Kwon, Jaeseung Park, Minkyu Kim, Jaewoong Cho, Ernest K. Ryu, Kangwook Lee. "Image Clustering Conditioned on Text Criteria." ICLR 2024.
Published in NeurIPS 2023, 2023
Recommended citation: Sangwoo Mo, Minkyu Kim, Kyungmin Lee, Jinwoo Shin. "S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions." NeurIPS 2023.
Published in NeurIPS 2021, 2021
Recommended citation: Jongheon Jeong, Sejun Park, Minkyu Kim, Heung-Chang Lee, Doguk Kim, Jinwoo Shin. "SmoothMix: Training Confidence-Calibrated Smoothed Classifiers for Certified Robustness." NeurIPS 2021.
Published in Preprint, 2023
Recommended citation: Kyungmin Lee, Minkyu Kim, Jinwoo Shin. "Rényi Supervised Contrastive Learning for Transferable Representation." Preprint.