TMLR

TextRegion: Text-Aligned Region Tokens from Frozen Image-Text Models

Yao Xiao, Qiqian Fu, Heyi Tao, Yuqun Wu, Zhen Zhu, Derek Hoiem

机构 * Siebel School of Computing and Data Science（塞比尔计算与数据科学学院） ； University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments Published in TMLR, with a J2C Certification

Journal ref Transactions on Machine Learning Research, 2025

Robustness in Large Language Models: A Survey of Mitigation Strategies and Evaluation Metrics

Pankaj Kumar, Subhankar Mishra

机构 * School of Computer Sciences（计算机科学学院） ； National Institute of Science Education and Research（国家科学教育与研究 institute） ； An OCC of Homi Bhabha National Institute, India（霍米·巴布国家研究所办公室，印度） 纠错

Comments Accepted at TMLR

What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images

Dongheng Lin, Han Hu, Jianbo Jiao

机构 * University of Birmingham（伯明翰大学） 纠错

Comments Accepted by TMLR 2025