2025 REVERSE: Reducing Hallucination in Vision-Language Models with Retrospective Resampling Tsung-Han Wu, Heekyung Lee, Jiaxin Ge, Joseph E. Gonzalez, Trevor Darrell, and David M. Chan 2025 In Thirty-Ninth Conference on Neural Information Processing Systems (NeurIPS), 2025 PDF Code Website Puzzled by Puzzles: When Vision-Language Models Can’t Take a Hint Heekyung Lee, Jiaxin Ge, Tsung-Han Wu, Minwoo Kang, Trevor Darrell, and David M. Chan 2025 In 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025 PDF Code Website Constantly Improving Image Models Need Constantly Improving Benchmarks Jiaxin Ge*, Grace Luo*, Heekyung Lee, Nishant Malpani, Long Lian, XuDong Wang, Aleksander Holynski, Trevor Darrell, Sewon Min, and David M. Chan 2025 arXiv preprint arXiv:2510.15021 PDF Code Website