图像生成

UGD-IML: A Unified Generative Diffusion-based Framework for Constrained and Unconstrained Image Manipulation Localization

Yachun Mi, Xingyang He, Shixin Sun, Yu Li, Yanting Li, Zhixuan Li, Jian Jin, Chen Hui, Shaohui Liu

专题命中 图像编辑 ：diffusion(title,abstract)；image editing(abstract)；分类 cs.CV

DreamVE: Unified Instruction-based Image and Video Editing

Bin Xia, Jiyang Liu, Yuechen Zhang, Bohao Peng, Ruihang Chu, Yitong Wang, Xinglong Wu, Bei Yu, Jiaya Jia

机构 * CUHK（香港中文大学） ； ByteDance Inc（字节跳动公司） ； HKUST（香港理工大学） 纠错

专题命中 图像编辑 ：image editing(abstract)；分类 cs.CV

Improving Diagnostic Accuracy for Oral Cancer with inpainting Synthesis Lesions Generated Using Diffusion Models

Yong Oh Lee, JeeEun Kim, Jung Woo Lee

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

Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents

Han Lin, Jaemin Cho, Amir Zadeh, Chuan Li, Mohit Bansal

机构 * UNC Chapel Hill（北卡罗来纳大学教堂山分校） ； Lambda 纠错

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

Comments Project Page: https://bifrost-1.github.io

UnGuide: Learning to Forget with LoRA-Guided Diffusion Models

Agnieszka Polowczyk, Alicja Polowczyk, Dawid Malarz, Artur Kasymov, Marcin Mazur, Jacek Tabor, Przemysław Spurek

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

MoDA: Multi-modal Diffusion Architecture for Talking Head Generation

Xinyang Li, Gen Li, Zhihui Lin, Yichen Qian, GongXin Yao, Weinan Jia, Aowen Wang, Weihua Chen, Fan Wang

机构 * Xunguang Team, DAMO Academy, Alibaba Group（达摩院、阿里集团） ； Zhejiang University（浙江大学） ； Hupan Lab（虎盘实验室） 纠错

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

Comments 12 pages, 7 figures

LightSwitch: Multi-view Relighting with Material-guided Diffusion

Yehonathan Litman, Fernando De la Torre, Shubham Tulsiani

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

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

Comments ICCV 2025, Project page & Code: https://yehonathanlitman.github.io/light_switch/

Can Diffusion Models Bridge the Domain Gap in Cardiac MR Imaging?

Xin Ci Wong, Duygu Sarikaya, Kieran Zucker, Marc De Kamps, Nishant Ravikumar

机构 * Centre for Doctoral Training in AI for Medical Diagnosis and Care（人工智能医学诊断与护理博士培训中心） ； School of Computing, University of Leeds（莱斯特大学计算机学院） ； Leeds Cancer Centre, St James’s University Hospital, Leeds, UK（利兹癌症中心，圣詹姆斯大学医院，利兹，英国） 纠错

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

Comments ICONIP 2025

Fewer Denoising Steps or Cheaper Per-Step Inference: Towards Compute-Optimal Diffusion Model Deployment

Zhenbang Du, Yonggan Fu, Lifu Wang, Jiayi Qian, Xiao Luo, Yingyan, Lin

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

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

Comments Accepted by ICCV 2025

DiffCap: Diffusion-based Real-time Human Motion Capture using Sparse IMUs and a Monocular Camera

Shaohua Pan, Xinyu Yi, Yan Zhou, Weihua Jian, Yuan Zhang, Pengfei Wan, Feng Xu

机构 * Tsinghua University（清华大学） ； Kuaishou Technology（快手科技） 纠错

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

ExploreGS: Explorable 3D Scene Reconstruction with Virtual Camera Samplings and Diffusion Priors

Minsu Kim, Subin Jeon, In Cho, Mijin Yoo, Seon Joo Kim

机构 * Yonsei University（延世大学） 纠错

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

Comments 10 pages, 6 Figures, ICCV 2025

KnapFormer: An Online Load Balancer for Efficient Diffusion Transformers Training

Kai Zhang, Peng Wang, Sai Bi, Jianming Zhang, Yuanjun Xiong

机构 * Adobe（Adobe公司） 纠错

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

Comments Code is available at https://github.com/Kai-46/KnapFormer/

Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free

Gian Mario Favero, Parham Saremi, Emily Kaczmarek, Brennan Nichyporuk, Tal Arbel

机构 * McGill University（麦吉尔大学） ； Mila – Quebec AI Institute（魁北克人工智能研究所） 纠错

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

Comments Accepted for publication at MIDL 2025

TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models

Riza Velioglu, Petra Bevandic, Robin Chan, Barbara Hammer

机构 * Machine Learning Group, CITEC Bielefeld University Germany（比勒菲尔德大学机器学习小组、CITEC） ； Institute of Mathematics Technical University Berlin Germany（柏林技术大学数学研究所） 纠错

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

Comments Accepted at BMVC'25

ActivityDiff: A diffusion model with Positive and Negative Activity Guidance for De Novo Drug Design

Renyi Zhou, Huimin Zhu, Jing Tang, Min Li

专题命中 扩散模型 ：diffusion(title,abstract)

Bayesian Radio Map Estimation: Fundamentals and Implementation via Diffusion Models

Tien Ngoc Ha, Daniel Romero

专题命中 扩散模型 ：diffusion(title,abstract)

Predictive information criterion for jump diffusion processes

Yuma Uehara

专题命中 扩散模型 ：diffusion(title,abstract)

Unraveling 20th-century political regime dynamics using the physics of diffusion

Paula Pirker-Díaz, Matthew C. Wilson, Sönke Beier, Karoline Wiesner

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 15 pages, 5 figures

Improving sampling by modifying the effective diffusion

Tony Lelièvre, Régis Santet, Gabriel Stoltz

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 36 pages, 7 figures

The Fluctuation-Dissipation Relations: Growth, Diffusion, and Beyond

Márcio Sampaio Gomes-Filho, Luciano Calheiros Lapas, Ewa Gudowska-Nowak, Fernando Albuquerque Oliveira

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 54 pages, 16 figures, accepted manuscript for publication in Physics Reports

Journal ref Physics Reports, 1141 (2025) 1-43

Moment Estimate and Variational Approach for Learning Generalized Diffusion with Non-gradient Structures

Fanze Kong, Chen-Chih Lai, Yubin Lu

机构 * Department of Applied Mathematics, University of Washington（华盛顿大学应用数学系） ； Department of Applied Mathematics, Illinois Institute of Technology（伊利诺伊理工学院应用数学系） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Generalization Bound for Diffusion Models using Random Features

Esha Saha, Giang Tran

机构 * Department of Applied Mathematics, University of Waterloo（应用数学系，滑铁卢大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 7 Figures, 18 pages

Sharp non-existence threshold for a parabolic Hardy-H{é}non equation with quasilinear diffusion

Razvan Gabriel Iagar, Philippe Laurençot

专题命中 扩散模型 ：diffusion(title)

REF-VC: Robust, Expressive and Fast Zero-Shot Voice Conversion with Diffusion Transformers

Yuepeng Jiang, Ziqian Ning, Shuai Wang, Chengjia Wang, Mengxiao Bi, Pengcheng Zhu, Zhonghua Fu, Lei Xie

专题命中 扩散模型 ：diffusion(title)

Generative Video Bi-flow

Chen Liu, Tobias Ritschel

机构 * University College London（伦敦大学学院） 纠错

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

Comments ICCV 2025. Project Page at https://ryushinn.github.io/ode-video

Clinically-guided Data Synthesis for Laryngeal Lesion Detection

Chiara Baldini, Kaisar Kushibar, Richard Osuala, Simone Balocco, Oliver Diaz, Karim Lekadir, Leonardo S. Mattos

机构 * Biomedical Robotics Laboratory, Department of Advanced Robotics, Istituto Italiano di Tecnologia, Genoa, Italy Department of Informatics, Bioengineering, Robotics, Systems Engineering, University of Genova, Genoa, Italy Departament de Matem\`atiques i Inform\`atica, Universitat de Barcelona, Spain Computer Vision Center, Bellaterra, Spain Instituci\`o Catalana de Recerca i Estudis Avan cats (ICREA), Barcelona, Spain 纠错

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

Synthetic Data-Driven Multi-Architecture Framework for Automated Polyp Segmentation Through Integrated Detection and Mask Generation

Ojonugwa Oluwafemi Ejiga Peter, Akingbola Oluwapemiisin, Amalahu Chetachi, Adeniran Opeyemi, Fahmi Khalifa, Md Mahmudur Rahman

机构 * Department of Advanced Computing, Morgan State University（高级计算系，摩根州立大学） ； Department of Computer and Electrical Engineering, Morgan State University（计算机与电气工程系，摩根州立大学） 纠错

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

Journal ref Proc. of SPIE Vol. 13410, 1341024 (2025)

E-React: Towards Emotionally Controlled Synthesis of Human Reactions

Chen Zhu, Buzhen Huang, Zijing Wu, Binghui Zuo, Yangang Wang

机构 * Chen Zhu（陈珠） ； Buzhen Huang（胡步真） ； Zijing Wu（吴子静） ； Binghui Zuo（邹炳辉） ； Yangang Wang（王阳阳） 纠错

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

Towards MR-Based Trochleoplasty Planning

Michael Wehrli, Alicia Durrer, Paul Friedrich, Sidaty El Hadramy, Edwin Li, Luana Brahaj, Carol C. Hasler, Philippe C. Cattin

机构 * Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland（巴塞尔大学生物医学工程系） ； Olten Cantonal Hospital, Olten, Switzerland（奥尔滕县医院） ； Department of Orthopedics, University Children's Hospital Basel, Basel, Switzerland（巴塞尔大学儿童医院骨科部） 纠错

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

Comments Accepted at MICCAI COLAS Workshop 2025. Code: https://wehrlimi.github.io/sr-3d-planning/

Weak approximation of stochastic differential equations with sticky boundary conditions

Akash Sharma

专题命中 扩散模型 ：diffusion(abstract)