期刊&会议

ICLR

International Conference on Learning Representations · 会议 · Machine Learning

2025-10-29 至 2025-10-29 共收录 4 篇

2411.12118 2025-10-29 cs.LG cs.CL

Mechanism and Emergence of Stacked Attention Heads in Multi-Layer Transformers

Tiberiu Musat

机构 * ETH Zürich（苏黎世联邦理工学院）

Journal ref International Conference on Learning Representations (ICLR), 2025

2510.24105 2025-10-29 cs.CV cs.LG

Enhancing Pre-trained Representation Classifiability can Boost its Interpretability

Shufan Shen, Zhaobo Qi, Junshu Sun, Qingming Huang, Qi Tian, Shuhui Wang

机构 * Key Lab of Intell. Info. Process., Inst. of Comput. Tech., CAS（智能信息处理重点实验室，计算技术研究所，中国科学院）； University of Chinese Academy of Sciences（中国科学院大学）； Harbin Institute of Technology, Weihai（哈尔滨工业大学威海学院）； Peng Cheng Laboratory（鹏城实验室）； Huawei Inc.（华为公司）

Comments ICLR 2025 (Spotlight)

2510.23901 2025-10-29 cs.LG cs.AI

RS-ORT: A Reduced-Space Branch-and-Bound Algorithm for Optimal Regression Trees

Cristobal Heredia, Pedro Chumpitaz-Flores, Kaixun Hua

机构 * Department of Industrial and Management Systems Engineering（工业与管理系统工程系）； University of South Florida（佛罗里达州立大学）

Comments 20 pages, 1 figure, uses ICLR 2026 LaTeX style. Submitted to arXiv as a preprint version

2304.07647 2025-10-29 cs.CV cs.LG cs.LO

LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision

Jiani Huang, Ziyang Li, Mayur Naik, Ser-Nam Lim

机构 * University of Pennsylvania（宾夕法尼亚大学）； University of Central Florida（中央佛罗里达大学）

Comments Accepted at International Conference on Learning Representations (ICLR) 2025