图像生成

Quantitative Comparison of Fine-Tuning Techniques for Pretrained Latent Diffusion Models in the Generation of Unseen SAR Images

Solène Debuysère, Nicolas Trouvé, Nathan Letheule, Olivier Lévêque, Elise Colin

机构 * Paris-Saclay University（巴黎-萨克雷大学） ； ONERA - The French Aerospace Lab（法国航空航天实验室） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；image generation(abstract)；text-to-image(abstract)；分类 cs.CV

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning

Junzhe Xu, Yuyang Yin, Xi Chen

机构 * Basic Algorithm Center, PCG, Tencent（腾讯基础算法中心、PCG、腾讯） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Geospatial Diffusion for Land Cover Imperviousness Change Forecasting

Debvrat Varshney, Vibhas Vats, Bhartendu Pandey, Christa Brelsford, Philipe Dias

机构 * Oak Ridge National Laboratory（橡树岭国家实验室） ； Indiana University Bloomington（印第安纳大学布卢明顿分校） ； Los Alamos National Laboratory（洛斯阿拉莫斯国家实验室） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)；分类 cs.CV

Probabilistic Forecasting Method for Offshore Wind Farm Cluster under Typhoon Conditions: a Score-Based Conditional Diffusion Model

Jinhua He, Zechun Hu

专题命中 扩散模型 ：diffusion(title,abstract)

Jamming of active particles in narrow pores: Implications for ratchet effect and diffusion coefficient

Šimon Pajger, František Slanina

专题命中 扩散模型 ：diffusion(title,abstract)

Journal ref J. Stat. Mech.: Theory Exp.,2025,2025,8,083201

Cross-view Generalized Diffusion Model for Sparse-view CT Reconstruction

Jixiang Chen, Yiqun Lin, Yi Qin, Hualiang Wang, Xiaomeng Li

专题命中 扩散模型 ：diffusion(title,abstract)

Comments MICCAI 2025 Spotlight

Fast Convergence for High-Order ODE Solvers in Diffusion Probabilistic Models

Daniel Zhengyu Huang, Jiaoyang Huang, Zhengjiang Lin

机构 * Beijing International Center for Mathematical Research, Center for Machine Learning Research, Peking University, Beijing, China（北京国际数学研究中心、机器学习研究中心、北京大学，北京，中国） ； Department of Statistics and Data Science, University of Pennsylvania, Philadelphia, PA, USA（统计与数据科学系、宾夕法尼亚大学，费城，PA，美国） ； Department of Mathematics, Massachusetts Institute of Technology, 77 Massachusetts Ave, 02139 Cambridge MA, USA（数学系、麻省理工学院，马萨诸塞大道77号，02139剑桥MA，美国） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 64 pages, 7 figures

In spaces with a slow diffusion, the Riesz transform is unbounded on $L^p$, $p\in (2,\infty)$

Joseph Feneuil

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 29 pages, 6 figures. Version 3 covers many more cases than version 2, and more generally has been completely rewritten

Motion Planning Diffusion: Learning and Adapting Robot Motion Planning with Diffusion Models

J. Carvalho, A. Le, P. Kicki, D. Koert, J. Peters

机构 * Intelligent Autonomous Systems Lab, Computer Science Department, Technical University of Darmstadt, Germany（德意志图林根技术大学计算机科学系智能自主系统实验室） ； Poznan University of Technology, Poland（波兰波兹南技术大学） ； IDEAS, Warsaw, Poland（波兰华沙IDEAS） ； Centre for Cognitive Science, Technical University of Darmstadt, Germany（德意志图林根技术大学认知科学中心） ； German Research Center for AI (DFKI), Research Department: SAIROL, Darmstadt, Germany（德国人工智能研究中心（DFKI）研究部：SAIROL，德意志图林根，德国） ； Hessian.AI, Darmstadt, Germany（黑森AI，德意志图林根，德国） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

EgoMusic-driven Human Dance Motion Estimation with Skeleton Mamba

Quang Nguyen, Nhat Le, Baoru Huang, Minh Nhat Vu, Chengcheng Tang, Van Nguyen, Ngan Le, Thieu Vo, Anh Nguyen

机构 * FPT Software AI Center（FPT软件AI中心） ； The University of Western Australia（西澳大学） ； TU Wien（维也纳技术大学） ； Meta ； University of Arkansas（阿肯色大学） ； National University of Singapore（新加坡国立大学） ； University of Liverpool（利物浦大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

Comments Accepted at The 2025 IEEE/CVF International Conference on Computer Vision (ICCV 2025)

ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver

Wenxuan Song, Ziyang Zhou, Han Zhao, Jiayi Chen, Pengxiang Ding, Haodong Yan, Yuxin Huang, Feilong Tang, Donglin Wang, Haoang Li

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

Yan: Foundational Interactive Video Generation

Deheng Ye, Fangyun Zhou, Jiacheng Lv, Jianqi Ma, Jun Zhang, Junyan Lv, Junyou Li, Minwen Deng, Mingyu Yang, Qiang Fu, Wei Yang, Wenkai Lv, Yangbin Yu, Yewen Wang, Yonghang Guan, Zhihao Hu, Zhongbin Fang, Zhongqian Sun

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

A Unified Framework from Boltzmann Transport to Proton Treatment Planning

Andreas E. Kyprianou, Aaron Pim, Tristan Pryer

专题命中 扩散模型 ：diffusion(abstract)

Comments 23 pages, 3 figures

Extracting a stochastic model for predator-prey dynamic of turbulence and zonal flows with limited data

J. C. Huang, Z. S. Qu, R. Varennes, Y. W. Cho, X. Garbet, C. G. Wan, C. Guet, D. Niyato, V. Grandgirard

专题命中 扩散模型 ：diffusion(abstract)

EDIS: A Simulation Software for Dynamic Ion Intercalation/Deintercalation Processes in Electrode Materials

Liqi Wang, Ruijuan Xiao, Hong Li

专题命中 扩散模型 ：diffusion(abstract)

Scalable Modeling of Nonlinear Network Dynamics in Neurodegenerative Disease

Daniel Semchin, Emile d'Angremont, Marco Lorenzi, Boris Gutman

专题命中 扩散模型 ：diffusion(abstract)

Influence Maximization in Multi-layer Social Networks Based on Differentiated Graph Embeddings

Ronghua Lin, Runbin Yao, Yijia Wang, Junjie Lin, Zhengyang Wu, Yong Tang

专题命中 扩散模型 ：diffusion(abstract)

Non-Decaying Solutions to the 2D Dissipative Quasi-Geostrophic Equations

David M. Ambrose, Ryan Aschoff, Elaine Cozzi, James P. Kelliher

专题命中 扩散模型 ：diffusion(abstract)

Run-and-tumble dynamics with non-reciprocal transitions between three velocity states

Julio C. R. Romo-Cruz, Francisco J. Sevilla

专题命中 扩散模型 ：diffusion(abstract)

Predicting First-Passage Dynamics in Disordered Systems Exactly: Application to Sparse Networks

Daniel Marris, Chittaranjan Hens, Subrata Ghosh, Luca Giuggioli

专题命中 扩散模型 ：diffusion(abstract)

Comments 19 pages inc. 12 sup. mat. with 6 figures

Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback

Kejin Liu, Junhong Lian, Xiang Ao, Ningtao Wang, Xing Fu, Yu Cheng, Weiqiang Wang, Xinyu Liu

机构 * Henan Institute of Advanced Technology, Zhengzhou University（河南高级技术研究所，郑州大学） ； Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所） ； Independent Researcher（独立研究者） 纠错

专题命中 扩散模型 ：personalized generation(abstract)

Comments Accepted by the 34th ACM International Conference on Information and Knowledge Management (CIKM '25), Full Research Papers track

Journal ref In Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM '25), November 10-14, 2025, Seoul, Republic of Korea

Federated Time Series Generation on Feature and Temporally Misaligned Data

Zhi Wen Soi, Chenrui Fan, Aditya Shankar, Abele Mălan, Lydia Y. Chen

机构 * University of Bern（伯尔尼大学） ； TU Delft（代尔夫特理工大学） ； University of Neuchâtel（内谢尔特大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Fourier synthesis optical diffraction tomography for kilohertz rate volumetric imaging

Peter T. Brown, Nikta Jabbarzadeh, Aidan Pintuff, Luis Meneses, Ekaterina Monakhova, Rory Kruithoff, Navish Wadhwa, Domenico F. Galati, Douglas P. Shepherd

专题命中 扩散模型 ：diffusion(abstract)

Journal ref Science Advances 11, eadr8004 (2025)

Aster Swarming by Collective Mechanics of Dyneins and Kinesins

Neha Khetan, Chaitanya A. Athale

专题命中 扩散模型 ：diffusion(abstract)

Journal ref Soft Matter, 2020,16, 8554-8564