图像生成

Quenching time and probability estimates for a stochastic reaction-diffusion system with coupled inner singular absorption terms driven by mixed noises

Nikos I. Kavallaris, Christos V. Nikolopoulos, Subramani Sankar

专题命中 扩散模型 ：diffusion(title)

Comments 33 pages, 2 figures

Neuro-3D: Towards 3D Visual Decoding from EEG Signals

Zhanqiang Guo, Jiamin Wu, Yonghao Song, Jiahui Bu, Weijian Mai, Qihao Zheng, Wanli Ouyang, Chunfeng Song

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； Tsinghua University（清华大学） ； The Chinese University of Hong Kong（香港中文大学） ； Shanghai Innovation Institute（上海创新研究院） ； Shanghai Jiao Tong University（上海交通大学） ； South China University of Technology（华南理工大学） 纠错

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

REFLECT: Rectified Flows for Efficient Brain Anomaly Correction Transport

Farzad Beizaee, Sina Hajimiri, Ismail Ben Ayed, Gregory Lodygensky, Christian Desrosiers, Jose Dolz

机构 * ÉTS Montreal, Canada（蒙特利尔ÉTS学院，加拿大） ； CHU Sainte-Justine, University of Montreal, Canada（圣朱斯特大学医院，蒙特利尔大学，加拿大） 纠错

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

Comments Accepted in Medical Image Computing and Computer Assisted Intervention Society (MICCAI 2025)

FastInit: Fast Noise Initialization for Temporally Consistent Video Generation

Chengyu Bai, Yuming Li, Zhongyu Zhao, Jintao Chen, Peidong Jia, Qi She, Ming Lu, Shanghang Zhang

机构 * Peking University（北京大学） ； ByteDance（字节跳动） 纠错

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

Learning to Incentivize: LLM-Empowered Contract for AIGC Offloading in Teleoperation

Zijun Zhan, Yaxian Dong, Daniel Mawunyo Doe, Yuqing Hu, Shuai Li, Shaohua Cao, Zhu Han

专题命中 扩散模型 ：diffusion(abstract)

User-guided Generative Source Separation

Yutong Wen, Minje Kim, Paris Smaragdis

专题命中 扩散模型 ：diffusion(abstract)

Journal ref The 26th International Society for Music Information Retrieval Conference 2025

A practical recipe for variable-step finite differences via equidistribution

Mário B. Amaro

专题命中 扩散模型 ：diffusion(abstract)

Comments 6 pages, 2 figures

Instability windows of relativistic r-modes

Kirill Y. Kraav, Mikhail E. Gusakov, Elena M. Kantor

专题命中 扩散模型 ：diffusion(abstract)

Comments 21 pages, 8 figures, accepted for publication in Physical Review D

A Closed-Loop Multi-Agent Framework for Aerodynamics-Aware Automotive Styling Design

Xinyu Jin, Shengmao Yan, Qingtao Wang, Shisong Deng, Yanzhen Jiang, Shuangyao Zhao

专题命中 扩散模型 ：diffusion(abstract)

Timing is everything: How subtle timing changes in MRI echo planar imaging can significantly alter mechanical vibrations and sound level

Amir Seginer, Alexander Bratch, Shahar Goren, Edna Furman-Haran, Noam Harel, Essa Yacoub, Rita Schmidt

专题命中 扩散模型 ：diffusion(abstract)

An Analytic Model to Determine the Interstitial-Solute Energetics and Underlying Mechanism in Refractory High-Entropy Alloys

Qianxi Zhu, Wang Gao, Qing Jiang

专题命中 扩散模型 ：diffusion(abstract)

Filtering and 1/3 Power Law for Optimal Time Discretisation in Numerical Integration of Stochastic Differential Equations

Igor G. Vladimirov

专题命中 扩散模型 ：diffusion(abstract)

Comments 6 pages, submitted to IFAC World Congress 2026

Sparse Identification of Nonlinear Dynamics for Stochastic Delay Differential Equations

Dimitri Breda, Dajana Conte, Raffaele D'Ambrosio, Ida Santaniello, Muhammad Tanveer

专题命中 扩散模型 ：diffusion(abstract)

DD-DeepONet: Domain decomposition and DeepONet for solving partial differential equations in three application scenarios

Bo Yang, Xingquan Li, Jie Zhao, Ying Jiang

专题命中 扩散模型 ：diffusion(abstract)

Asymptotic analysis of the Allen-Cahn equation with dynamic boundary conditions of Cahn-Hilliard type

Pierluigi Colli, Takeshi Fukao

专题命中 扩散模型 ：diffusion(abstract)

Comments 35 pages

CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks

Krit Tangsongcharoen, Teerachote Pakornchote, Chayanon Atthapak, Natthaphon Choomphon-anomakhun, Annop Ektarawong, Björn Alling, Christopher Sutton, Thiti Bovornratanaraks, Thiparat Chotibut

机构 * Extreme Conditions Physics Research Laboratory（极端条件物理研究实验室） ； Center of Excellence in Physics of Energy Materials (CE:PEM), Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand（能源材料物理卓越中心，物理系，科学学院，朱拉隆梭大学，Bangkok 10330，泰国） ； Thailand Center of Excellence in Physics, Ministry of Higher Education, Science, Research（泰国物理卓越中心，教育部，科学，研究） ； Department of Chemistry（化学系） ； Biochemistry, University of South Carolina, South Carolina 29208, USA（生物化学，南卡罗来纳大学，South Carolina 29208，美国） ； Complex Systems Lab, Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand（复杂系统实验室，物理系，科学学院，朱拉隆梭大学，Bangkok 10330，泰国） ； Theoretical Physics Division, Department of Physics, Chemistry（理论物理 division，物理系，化学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments Updated results using the model trained on the ALEX-MP-20 dataset. 13+14 pages, 12 figures

Double sine-Gordon class of universal coarsening dynamics in a spin-1 Bose gas

Ido Siovitz, Anna-Maria E. Glück, Yannick Deller, Alexander Schmutz, Felix Klein, Helmut Strobel, Markus K. Oberthaler, Thomas Gasenzer

专题命中 扩散模型 ：diffusion(abstract)

Comments 17pp., 8 figs. published version

Journal ref Phys. Rev. A 112, 023304 (2025)

Atomistic mechanisms of dynamics in a two-dimensional dodecagonal quasicrystal

Kun Zhao, Matteo Baggioli, Wen-Sheng Xu, Jack F. Douglas, Yun-Jiang Wang

专题命中 扩散模型 ：diffusion(abstract)

Comments v2: matching the published version to appear in JCP

Journal ref J. Chem. Phys. 162, 234503 (2025)

A Variable Eddington Factor Model for Thermal Radiative Transfer with Closure based on Data-Driven Shape Function

Joseph M. Coale, Dmitriy Y. Anistratov

专题命中 扩散模型 ：diffusion(abstract)

Journal ref Journal of Computational and Theoretical Transport, v. 53, 153-172 (2024)

Monte Carlo generation of localised particle trajectories

Ivan Ahumada, James P. Edwards

专题命中 扩散模型 ：diffusion(abstract)

Comments 8 pages plus 3 appendices, various figures. The article has been accepted in Physical Review E

Quality-Aware Language-Conditioned Local Auto-Regressive Anomaly Synthesis and Detection

Long Qian, Bingke Zhu, Yingying Chen, Ming Tang, Jinqiao Wang

机构 * Foundation Model Research Center, Institute of Automation, Chinese Academy of Sciences（自动化研究所基础模型研究中心，中国科学院） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； Objecteye Inc.（Objecteye公司） 纠错

专题命中 可控生成 ：diffusion(abstract)；inpainting(abstract)；分类 cs.CV

Zero Shot Domain Adaptive Semantic Segmentation by Synthetic Data Generation and Progressive Adaptation

Jun Luo, Zijing Zhao, Yang Liu

机构 * Wangxuan Institute of Computer Technology, Peking University（北京大学王轩计算机技术研究所） 纠错

专题命中 可控生成 ：text-to-image(abstract)；diffusion(abstract)；分类 cs.CV

Comments Accepted to IROS 2025

La La LiDAR: Large-Scale Layout Generation from LiDAR Data

Youquan Liu, Lingdong Kong, Weidong Yang, Xin Li, Ao Liang, Runnan Chen, Ben Fei, Tongliang Liu

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments Preprint; 10 pages, 6 figures, 7 tables

Veila: Panoramic LiDAR Generation from a Monocular RGB Image

Youquan Liu, Lingdong Kong, Weidong Yang, Ao Liang, Jianxiong Gao, Yang Wu, Xiang Xu, Xin Li, Linfeng Li, Runnan Chen, Ben Fei

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments Preprint; 10 pages, 6 figures, 7 tables

OmniShape: Zero-Shot Multi-Hypothesis Shape and Pose Estimation in the Real World

Katherine Liu, Sergey Zakharov, Dian Chen, Takuya Ikeda, Greg Shakhnarovich, Adrien Gaidon, Rares Ambrus

机构 * Toyota Research Institute（丰田研究院） ； Woven by Toyota（丰田编织） ； Toyota Technological Institute at Chicago（芝加哥丰田技术研究所） 纠错

专题命中 可控生成 ：diffusion(abstract)；分类 cs.CV

Comments 8 pages, 5 figures. This version has typo fixes on top of the version published at ICRA 2025

CogniPlan: Uncertainty-Guided Path Planning with Conditional Generative Layout Prediction

Yizhuo Wang, Haodong He, Jingsong Liang, Yuhong Cao, Ritabrata Chakraborty, Guillaume Sartoretti

机构 * National University of Singapore（新加坡国立大学） ； Tongji University（同济大学） ； BITS Pilani（比什朋尼学院） 纠错

专题命中 可控生成 ：inpainting(abstract)

Comments Accepted for presentation at CORL 2025

CADD: Context aware disease deviations via restoration of brain images using normative conditional diffusion models

Ana Lawry Aguila, Ayodeji Ijishakin, Juan Eugenio Iglesias, Tomomi Takenaga, Yukihiro Nomura, Takeharu Yoshikawa, Osamu Abe, Shouhei Hanaoka

机构 * Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School（阿提诺拉A.马丁纳生物医学成像中心，麻省总医院和哈佛医学院） ； Hawkes Institute, University College London（霍克斯研究所，伦敦大学学院） ； Mecha Health（Mecha健康） ； Computer Science & Artificial Intelligence Lab, Massachusetts Institute of Technology（计算机科学与人工智能实验室，麻省理工学院） ； Department of Radiology, the University of Tokyo（东京大学放射科） ； Medical Engineering, Chiba University（千叶大学医学工程） ； Department of Computational Diagnostic Radiology and Preventive Medicine, the University of Tokyo Hospital（东京大学医院计算诊断放射学与预防医学科） 纠错

专题命中 图像修复 ：diffusion(title,abstract)；inpainting(abstract)；分类 cs.CV

Style Composition within Distinct LoRA modules for Traditional Art

Jaehyun Lee, Wonhark Park, Wonsik Shin, Hyunho Lee, Hyoung Min Na, Nojun Kwak

机构 * Seoul National University（首尔国立大学） ； Kyunghee University（庆熙大学） 纠错

专题命中 个性化与一致性 ：text-to-image(abstract)；diffusion(abstract)；分类 cs.CV

Comments Accepted to ICCV 2025 Workshop(WCCA)

SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models

Pingchuan Ma, Xiaopei Yang, Yusong Li, Ming Gui, Felix Krause, Johannes Schusterbauer, Björn Ommer

机构 * Munich Center for Machine Learning (MCML)（慕尼黑機器學習中心） 纠错

专题命中 个性化与一致性 ：diffusion(abstract)；分类 cs.CV

Comments ICCV 2025, Project Page: https://compvis.github.io/SCFlow/

GL-LCM: Global-Local Latent Consistency Models for Fast High-Resolution Bone Suppression in Chest X-Ray Images

Yifei Sun, Zhanghao Chen, Hao Zheng, Yuqing Lu, Lixin Duan, Fenglei Fan, Ahmed Elazab, Xiang Wan, Changmiao Wang, Ruiquan Ge

机构 * Hangzhou Dianzi University（杭州电子科技大学） ； The Chinese University of Hong Kong（香港中文大学） ； University of Electronic Science and Technology of China（电子科技大学） ； City University of Hong Kong（香港城市大学） ； Shenzhen University（深圳大学） ； Shenzhen Research Institute of Big Data（深圳大数据研究院） 纠错

专题命中 个性化与一致性 ：diffusion(abstract)；分类 cs.CV

Comments 11 pages, 3 figures, accepted by MICCAI 2025