ICML

SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization

Jintao Zhang, Haofeng Huang, Pengle Zhang, Jia Wei, Jun Zhu, Jianfei Chen

机构 * Dept. of Comp. Sci. and Tech., Institute for AI, BNRist Center, THBI Lab, Tsinghua-Bosch Joint ML Center, Tsinghua University（计算机科学与技术系，人工智能研究院，BNRist中心，THBI实验室，清华-博世联合机器学习中心，清华大学） ； Institute for Interdisciplinary Information Sciences, Tsinghua University（交叉信息学院，清华大学） 纠错

Comments @inproceedings{zhang2024sageattention2, title={Sageattention2: Efficient attention with thorough outlier smoothing and per-thread int4 quantization}, author={Zhang, Jintao and Huang, Haofeng and Zhang, Pengle and Wei, Jia and Zhu, Jun and Chen, Jianfei}, booktitle={International Conference on Machine Learning (ICML)}, year={2025} }

Journal ref Proceedings of the 42nd International Conference on Machine Learning, PMLR 267, 2025 (ICML 2025)

Fully Heteroscedastic Count Regression with Deep Double Poisson Networks

Spencer Young, Porter Jenkins, Longchao Da, Jeff Dotson, Hua Wei

机构 * Brigham Young University, Department of Computer Science（Brigham Young 大学计算机科学系） ； Arizona State University, School of Computing and Augmented Intelligence（亚利桑那州立大学计算与增强智能学院） ； Ohio State University, Department of Marketing（俄亥俄州立大学市场营销系） 纠错

Comments Forty-Second International Conference on Machine Learning (ICML 2025)

Nonparametric Identification of Latent Concepts

Yujia Zheng, Shaoan Xie, Kun Zhang

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） 纠错

Comments ICML 2025

What if Othello-Playing Language Models Could See?

Xinyi Chen, Yifei Yuan, Jiaang Li, Serge Belongie, Maarten de Rijke, Anders Søgaard

机构 * University of Amsterdam（阿姆斯特丹大学） ； ETH Zürich（苏黎世联邦理工学院） ； University of Copenhagen（哥本哈根大学） 纠错

Comments ICML 2025 Assessing World Models Workshop; EMNLP 2025 Findings