期刊&会议

ICML

International Conference on Machine Learning · 会议 · Machine Learning

2025-10-13 至 2025-10-13 共收录 2 篇

2502.06485 2025-10-13 cond-mat.mtrl-sci cs.AI cs.LG

WyckoffDiff -- A Generative Diffusion Model for Crystal Symmetry

Filip Ekström Kelvinius, Oskar B. Andersson, Abhijith S. Parackal, Dong Qian, Rickard Armiento, Fredrik Lindsten

机构 * Department of Computer and Information Science (IDA), Linköping University, Sweden（计算机与信息科学系（IDA），_linköping大学，瑞典）； Department of Physics, Chemistry and Biology (IFM), Linköping University, Sweden（物理、化学与生物学系（IFM），_linköping大学，瑞典）

Comments Accepted to ICML 2025, official PMLR proceedings can be found at https://proceedings.mlr.press/v267/ekstrom-kelvinius25a.html. Code is available online at https://github.com/httk/wyckoffdiff

2502.06379 2025-10-13 cs.LG cs.AI stat.ML

Solving Linear-Gaussian Bayesian Inverse Problems with Decoupled Diffusion Sequential Monte Carlo

Filip Ekström Kelvinius, Zheng Zhao, Fredrik Lindsten

机构 * Department of Computer and Information Science (IDA), Linköping University, Sweden（计算机与信息科学系（IDA），_linköping大学，瑞典）

Comments Accepted to ICML 2025, official PMLR proceedings can be found at https://proceedings.mlr.press/v267/ekstrom-kelvinius25b.html. Code available at https://github.com/filipekstrm/ddsmc