期刊&会议

ICLR

International Conference on Learning Representations · 会议 · Machine Learning

2025-09-15 至 2025-09-15 共收录 2 篇

2410.20158 2025-09-15 cs.CV cs.LG

Your Image is Secretly the Last Frame of a Pseudo Video

Wenlong Chen, Wenlin Chen, Lapo Rastrelli, Yingzhen Li

机构 * Imperial College London（伦敦帝国学院）； University of Cambridge（剑桥大学）； MPI for Intelligent Systems, Tübingen（图宾根智能系统研究所）

Comments Presented at the ICLR 2025 Workshop on Deep Generative Model in Machine Learning: Theory, Principle and Efficacy (DeLTa). 1-frame results for CIFAR10 in Table 2 corrected. Code released

2408.16115 2025-09-15 cs.LG stat.ML

Uncertainty Modeling in Graph Neural Networks via Stochastic Differential Equations

Richard Bergna, Sergio Calvo-Ordoñez, Felix L. Opolka, Pietro Liò, Jose Miguel Hernandez-Lobato

机构 * Department of Engineering, University of Cambridge（剑桥大学工程系）； Mathematical Institute, University of Oxford（牛津大学数学系）； Oxford-Man Institute of Quantitative Finance, University of Oxford（牛津大学量化金融研究所）； Department of Computer Science and Technology, University of Cambridge（剑桥大学计算机科学与技术系）

Comments Accepted at ICLR 2025 as Spotlight. 18 pages including appendix