ICML

Rethinking the Bias of Foundation Model under Long-tailed Distribution

Jiahao Chen, Bin Qin, Jiangmeng Li, Hao Chen, Bing Su

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学耿丽人工智能学院） ； Beijing Key Laboratory of Big Data Management and Analysis Methods（北京大数据管理与分析方法重点实验室） ； Institute of Software Chinese Academy of Sciences（中国科学院软件研究所） ； Electrical and Computer Engineering, Carnegie Mellon University（卡内基梅隆大学电气与计算机工程学院） ； University of Chinese Academy of Sciences（中国科学院大学） 纠错

Comments Published as a conference paper in ICML 2025

Position: Lifetime tuning is incompatible with continual reinforcement learning

Golnaz Mesbahi, Parham Mohammad Panahi, Olya Mastikhina, Steven Tang, Martha White, Adam White

机构 * Department of Computing Science, University of Alberta, Edmonton, Canada（阿尔伯塔大学计算机科学系） ； Alberta Machine Intelligence Institute (Amii)（阿尔伯塔机器智能研究所） ； Canada CIFAR AI Chair（加拿大 CIFAR 人工智能主席） 纠错

Comments ICML 2025, position track: https://icml.cc/virtual/2025/poster/40153

Direct Robot Configuration Space Construction using Convolutional Encoder-Decoders

Christopher Benka, Judah Goldfeder, Carl Gross, Riya Gupta, Hod Lipson

机构 * Columbia University Department of Computer Science（哥伦比亚大学计算机科学系） ； Columbia University Data Science Institute（哥伦比亚大学数据科学研究院） 纠错

Comments 8 pages, 7 figures, 4 tables; Appeared at the ICML 2025 Workshop on Building Physically Plausible World Models

Quantum Algorithms for Finite-horizon Markov Decision Processes

Bin Luo, Yuwen Huang, Jonathan Allcock, Xiaojun Lin, Shengyu Zhang, John C. S. Lui

Comments Accepted in 42nd International Conference on Machine Learning (ICML 2025)