期刊&会议

TMLR

Transactions on Machine Learning Research · 期刊 · Machine Learning

2025-10-28 至 2025-10-28 共收录 3 篇

2510.22208 2025-10-28 cs.LG cs.CV

Simplifying Knowledge Transfer in Pretrained Models

Siddharth Jain, Shyamgopal Karthik, Vineet Gandhi

机构 * Center for Visual Information Technology（视觉信息技术中心）； International Institute of Information Technology, Hyderabad（海得拉巴国际信息科技研究所）； University of Tübingen（图宾根大学）

Comments 12 pages, 3 figures, 6 tables, Accepted at TMLR 2025

Journal ref Transactions on Machine Learning Research (TMLR), 2025

2507.17151 2025-10-28 cs.LG

PICore: Physics-Informed Unsupervised Coreset Selection for Data Efficient Neural Operator Training

Anirudh Satheesh, Anant Khandelwal, Mucong Ding, Radu Balan

机构 * Department of Computer Science（计算机科学系）； University of Maryland, College Park（马里兰大学学院公园分校）； Georgia Institute of Technology（佐治亚理工学院）； Department of Mathematics（数学系）； Center for Scientific Computation and Mathematical Modeling（科学计算与数学建模中心）

Comments Submitted to TMLR 2025

2501.17823 2025-10-28 cs.CV cs.AI cs.LG

Robust Multimodal Learning via Cross-Modal Proxy Tokens

Md Kaykobad Reza, Ameya Patil, Mashhour Solh, M. Salman Asif

机构 * University of California Riverside（加州大学河滨分校）； Amazon（亚马逊）

Comments 28 Pages, 13 Figures, 11 Tables. Accepted by Transactions on Machine Learning Research (TMLR)