2026 arXiv Early Failure Detection and Intervention in Video Diffusion Models Kwon Byung-Ki, Sohwi Lim, Nam Hyeon-Woo, Moon Ye-Bin, and Tae-Hyun Oh 2026 arXiv ICML Zero-Shot Rankability: Revealing Latent Ordinal Structure in Multimodal Large Language Models via Language Nam Hyeon-Woo, Moon Ye-Bin, Sohwi Lim, Kwon Byung-Ki, and Tae-Hyun Oh In Proceedings of the International Conference on Machine Learning (ICML), 2026 PDF ICML Measurement-Consistent Langevin Corrector for Stabilizing Latent Diffusion Inverse Problem Solvers Lee Hyoseok, Sohwi Lim, Eunju Cha, and Tae-Hyun Oh In Proceedings of the International Conference on Machine Learning (ICML), 2026 arXiv Website CVPR CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space Sohwi Lim, Lee Hyoseok, Jungjoon Park, and Tae-Hyun Oh In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026 arXiv Website WACV Patch-wise Retrieval: A Bag of Practical Techniques for Instance-level Matching Wonseok Choi, Sohwi Lim, Nam Hyeon-Woo, Moon Ye-Bin, Dong-Ju Jeong, Jinyoung Hwang, and Tae-Hyun Oh In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026 arXiv Website
