期刊&会议

ICML

International Conference on Machine Learning · 会议 · Machine Learning

2025-09-08 至 2025-09-08 共收录 4 篇

2503.02445 2025-09-08 cs.LG cs.CL cs.MA

BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling

Hao Li, Yu-Hao Huang, Chang Xu, Viktor Schlegel, Renhe Jiang, Riza Batista-Navarro, Goran Nenadic, Jiang Bian

机构 * Microsoft Research（微软研究院）； The University of Manchester, UK（英国曼彻斯特大学）； Nanjing University, China（南京大学）； Imperial College London, Imperial Global Singapore, Singapore（伦敦帝国学院，新加坡帝国全球分校，新加坡）； The University of Tokyo, Japan（日本东京大学）

Comments ICML 2025 Main Conference

2502.19964 2025-09-08 cs.LG

Do Sparse Autoencoders Generalize? A Case Study of Answerability

Lovis Heindrich, Philip Torr, Fazl Barez, Veronika Thost

机构 * University of Oxford（牛津大学）； University of Oxford, Oxford, United Kingdom（牛津大学）； MIT-IBM Watson AI Lab（麻省理工-IBM Watson人工智能实验室）

Comments Accepted workshop paper at the ICML 2025 Workshop on Reliable and Responsible Foundation Models

2502.09061 2025-09-08 cs.PL cs.LG

CRANE: Reasoning with constrained LLM generation

Debangshu Banerjee, Tarun Suresh, Shubham Ugare, Sasa Misailovic, Gagandeep Singh

机构 * Department of Computer Science, University of Illinois Urbana-Champaign, USA（计算机科学系，伊利诺伊大学厄巴纳-香槟分校）

Comments Accepted at ICML 2025, Code at: https://github.com/uiuc-focal-lab/CRANE

2410.23773 2025-09-08 cs.LG eess.SP

Towards Generative Ray Path Sampling for Faster Point-to-Point Ray Tracing

Jérome Eertmans, Nicola Di Cicco, Claude Oestges, Laurent Jacques, Enrico M. Vitucci, Vittorio Degli-Esposti

Comments 6 pages, 6 figures, accepted at IEEE ICMLCN 2025

Journal ref 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN)