ICML

Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization

Weizhi Gao, Zhichao Hou, Junqi Yin, Feiyi Wang, Linyu Peng, Xiaorui Liu

机构 * Department of Computer Science, North Carolina State University（北卡罗来纳州立大学计算机科学系） ； National Center for Computational Science, Oak Ridge National Lab（橡树岭国家实验室计算科学中心） ； Department of Mechanical Engineering, Keio University（庆应大学机械工程系） 纠错

Comments 26 pages, accepted by ICML 2025

Journal ref Proceedings of the 42nd International Conference on Machine Learning, PMLR 267, 18337-18362, 2025

BackSlash: Rate Constrained Optimized Training of Large Language Models

Jun Wu, Jiangtao Wen, Yuxing Han

机构 * Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院） ； Computer Science, New York University（纽约大学计算机科学） 纠错

Journal ref Proceedings of the 42nd International Conference on Machine Learning, PMLR 267:67852-67863, 2025

Near Optimal Decision Trees in a SPLIT Second

Varun Babbar, Hayden McTavish, Cynthia Rudin, Margo Seltzer

机构 * Department of Computer Science, Duke University, Durham, USA（杜克大学计算机科学系） ； Department of Computer Science, University of British Columbia, Vancouver, Canada（不列颠哥伦比亚大学计算机科学系） 纠错

Comments Accepted to ICML 2025 (Oral)

Is Noise Conditioning Necessary for Denoising Generative Models?

Qiao Sun, Zhicheng Jiang, Hanhong Zhao, Kaiming He

机构 * MIT（麻省理工学院） 纠错

Comments Update ImageNet experiments (SiT with CFG). Update Appendix

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