University of California, Berkeley（加州大学伯克利分校）

A Global Geometric Analysis of Maximal Coding Rate Reduction

Peng Wang, Huikang Liu, Druv Pai, Yaodong Yu, Zhihui Zhu, Qing Qu, Yi Ma

机构 * Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor（电气工程与计算机科学系，密歇根大学） ； Antai College of Economics and Management, Shanghai Jiao Tong University, Shanghai（经济管理学院，上海交通大学） ； Department of Electrical Engineering and Computer Science, University of California, Berkeley（电气工程与计算机科学系，加州大学伯克利分校） ； Department of Computer Science and Engineering, Ohio State University, Columbus（计算机科学与工程系，俄亥俄州立大学） ； Institute of Data Science, University of Hong Kong, Hong Kong（数据科学研究所，香港大学） 纠错

Comments This work has been accepted for publication in the Proceedings of the 41st International Conference on Machine Learning (ICML 2024)

Fast Data Attribution for Text-to-Image Models

Sheng-Yu Wang, Aaron Hertzmann, Alexei A Efros, Richard Zhang, Jun-Yan Zhu

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Adobe Research（Adobe研究） ； UC Berkeley（伯克利大学） 纠错

Comments NeurIPS 2025 camera ready. Project page: https://peterwang512.github.io/FastGDA

Spectral Neuro-Symbolic Reasoning II: Semantic Node Merging, Entailment Filtering, and Knowledge Graph Alignment

Andrew Kiruluta, Priscilla Burity

机构 * School of Information, UC Berkeley（信息学院，伯克利大学） 纠错