图像生成

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)

4D operando X-ray nano-holo-tomography reveals multiscale chemomechanics in Silicon-Graphite anode

Victor Vanpeene, Olga Stamati, Francois Cadiou, Quentin Jacquet, Julie Villanova, Sandrine Lyonnard

专题命中 扩散模型 ：diffusion(abstract)

Quantum Algorithm for Estimating Intrinsic Geometry

Nhat A. Nghiem, Tuan K. Do, Tzu-Chieh Wei, Trung V. Phan

专题命中 扩散模型 ：diffusion(abstract)