图像生成

Interleaving Reasoning for Better Text-to-Image Generation

Wenxuan Huang, Shuang Chen, Zheyong Xie, Shaosheng Cao, Shixiang Tang, Yufan Shen, Qingyu Yin, Wenbo Hu, Xiaoman Wang, Yuntian Tang, Junbo Qiao, Yue Guo, Yao Hu, Zhenfei Yin, Philip Torr, Yu Cheng, Wanli Ouyang, Shaohui Lin

机构 * East China Normal University（华东师范大学） ； The Chinese University of Hong Kong（香港中文大学） ； Xiaohongshu Inc.（小红书公司） ； University of California, Los Angeles（加州大学洛杉矶分校） ； Zhejiang University（浙江大学） ； University of Oxford（牛津大学） 纠错

专题命中 文生图 ：image generation(title,abstract)；text-to-image(title,abstract)；image synthesis(abstract)；分类 cs.CV

Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation

Shengyuan Liu, Bo Wang, Ye Ma, Te Yang, Xipeng Cao, Quan Chen, Han Li, Di Dong, Peng Jiang

机构 * University of Chinese Academy of Sciences, Beijing, China（中国科学院大学） ； Institute of Automation, Chinese Academy of Sciences, Beijing, China（中国科学院自动化研究所） ； Kuaishou Technology, Beijing, China（快手科技） 纠错

专题命中 文生图 ：image generation(title,abstract)；text-to-image(title,abstract)；分类 cs.CV

Comments 26 pages, 13 figures

Journal ref Pattern Recognition Volume 170, February 2026, 112111

The Impact of Artificial Intelligence on Traditional Art Forms: A Disruption or Enhancement

Viswa Chaitanya Marella, Sai Teja Erukude, Suhasnadh Reddy Veluru

专题命中 文生图 ：text-to-image(abstract)；diffusion(abstract)

Comments 13 pages

Stable Flow: Vital Layers for Training-Free Image Editing

Omri Avrahami, Or Patashnik, Ohad Fried, Egor Nemchinov, Kfir Aberman, Dani Lischinski, Daniel Cohen-Or

机构 * Snap Research ； The Hebrew University of Jerusalem（耶路撒冷希伯来大学） ； Tel Aviv University（特拉维夫大学） ； Reichman University（里赫曼大学） 纠错

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

Comments CVPR 2025. Project page is available at https://omriavrahami.com/stable-flow

ScoreHOI: Physically Plausible Reconstruction of Human-Object Interaction via Score-Guided Diffusion

Ao Li, Jinpeng Liu, Yixuan Zhu, Yansong Tang

机构 * Tsinghua Shenzhen International Graduate School（清华大学深圳国际研究生院） ； Tsinghua University（清华大学） 纠错

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

Comments Accepted by ICCV 2025

LINR Bridge: Vector Graphic Animation via Neural Implicits and Video Diffusion Priors

Wenshuo Gao, Xicheng Lan, Luyao Zhang, Shuai Yang

机构 * Wangxuan Institute of Computer Technology, State Key Laboratory of Multimedia Information Processing, \ University, Beijing, China ； Wangxuan Institute of Computer Technology, State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China 纠错

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

Comments 5 pages, ICIPW 2025, Website: https://gaowenshuo.github.io/LINR-bridge/

Breast Cancer Detection in Thermographic Images via Diffusion-Based Augmentation and Nonlinear Feature Fusion

Sepehr Salem, M. Moein Esfahani, Jingyu Liu, Vince Calhoun

机构 * Computer Science Department Center for Translational Research in Neuroimaging（计算机科学系转化神经影像与数据科学中心） 纠错

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

Comments Accepted to IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2025)

Attention of a Kiss: Exploring Attention Maps in Video Diffusion for XAIxArts

Adam Cole, Mick Grierson

机构 * University of the Arts London（伦敦艺术大学） 纠错

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

Comments 3rd international workshop on eXplainable AI for the Arts (XAIxArts) at the ACM Creativity and Cognition Conference June 2025

Generalizable Humanoid Manipulation with 3D Diffusion Policies

Yanjie Ze, Zixuan Chen, Wenhao Wang, Tianyi Chen, Xialin He, Ying Yuan, Xue Bin Peng, Jiajun Wu

机构 * Stanford University（斯坦福大学） ； Simon Fraser University（西蒙 Fraser大学） ； UPenn（宾夕法尼亚大学） ； UIUC（伊利诺伊大学香槟分校） ； CMU（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 IROS 2025. Project website: https://humanoid-manipulation.github.io

TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Interpretable Sex and Age Prediction from Diffusion MRI Tractography

Yuqian Chen, Fan Zhang, Meng Wang, Leo R. Zekelman, Suheyla Cetin-Karayumak, Tengfei Xue, Chaoyi Zhang, Yang Song, Jarrett Rushmore, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell

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

Comments 27 pages, 5 figures

Journal ref Medical Image Analysis (2025): 103476

Closed-Loop Unsupervised Representation Disentanglement with $β$-VAE Distillation and Diffusion Probabilistic Feedback

Xin Jin, Bohan Li, BAAO Xie, Wenyao Zhang, Jinming Liu, Ziqiang Li, Tao Yang, Wenjun Zeng

机构 * Ningbo Institute of Digital Twin, Eastern Institute of Technology（宁波数字孪生研究所、东部技术研究所） ； Shanghai Jiao Tong University（上海交通大学） ； Xi’an Jiaotong University（西安交通大学） 纠错

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

Comments ECCV 2024

Probing the Limits and Capabilities of Diffusion Models for the Anatomic Editing of Digital Twins

Karim Kadry, Shreya Gupta, Farhad R. Nezami, Elazer R. Edelman

机构 * MIT（麻省理工学院） ； Brigham and Women’s Hospital（布里奇沃特医院） 纠错

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

Comments 11 pages

Node Position Estimation in Diffusion-Based Molecular Communications Using Multi-Layer Perceptron

Sangjun Hwang, Chan-Byoung Chae

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 2 pages, 2 figures; accepted to ACM NanoCom '25 (short paper). This arXiv version is the author-accepted manuscript

Depletion-Induced Interactions Modulate Nanoscale Protein Diffusion in Polymeric Crowder Solutions

Michelle Dargasz, Nimmi Das Anthuparambil, Sebastian Retzbach, Anita Girelli, Sonja Timmermann, Johannes Möller, Wonhyuk Jo, Aliaksandr Lenonau, Agha Mohammad Raza, Maddalena Bin, Jaqueline Savelkouls, Iason Andronis, Frederik Unger, Felix Brausse, Jörg Hallmann, Ulrike Boesenberg, Jan-Etienne Pudell, Angel Rodriguez-Fernandez, James Wrigley, Roman Shayduk, Mohamed Youssef, Alexey Zozulya, Anders Madsen, Felix Lehmkühler, Fivos Perakis, Fajun Zhang, Frank Schreiber, Michael Paulus, Christian Gutt

专题命中 扩散模型 ：diffusion(title,abstract)

Stability properties of solutions to convection-reaction equations with nonlinear diffusion

Alessandro Alla, Alessandra De Luca, Raffaele Folino, Marta Strani

专题命中 扩散模型 ：diffusion(title,abstract)

Journal ref Mathematics in Engineering, 7 (2025), 553-585

Physics-Guided Diffusion Transformer with Spherical Harmonic Posterior Sampling for High-Fidelity Angular Super-Resolution in Diffusion MRI

Mu Nan, Taohui Xiao, Ruoyou Wu, Shoujun Yu, Ye Li, Hairong Zheng, Shanshan Wang

机构 * Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院生物医学成像研究中心，中国科学院） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Seismology and diffusion of ultramassive white dwarf magnetic fields

Daniel Blatman, Nicholas Z. Rui, Sivan Ginzburg, Jim Fuller

专题命中 扩散模型 ：diffusion(title)

Comments submitted to MNRAS, comments welcome

Journal ref Mon Not R Astron Soc (2025) 2345-2352

Investigation on deep learning-based galaxy image translation models

Hengxin Ruan, Qiufan Lin, Shupei Chen, Yang Wang, Wei Zhang

机构 * Pengcheng Laboratory（鹏城实验室） ； Harbin Institute of Technology（哈尔滨工业大学） 纠错

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

Comments Accepted at A&A; 18+6 pages; 12+6 figures

Journal ref A&A 701, A82 (2025)

"Humor, Art, or Misinformation?": A Multimodal Dataset for Intent-Aware Synthetic Image Detection

Anastasios Skoularikis, Stefanos-Iordanis Papadopoulos, Symeon Papadopoulos, Panagiotis C. Petrantonakis

机构 * Department of Electrical & Computer Engineering, Aristotle University of Thessaloniki（电气与计算机工程系，阿基米德大学塞萨洛尼基分校） ； Information Technology Institute, Centre for Research & Technology Hellas（信息科技研究所，希腊研究中心） 纠错

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

BEAM: Bridging Physically-based Rendering and Gaussian Modeling for Relightable Volumetric Video

Yu Hong, Yize Wu, Zhehao Shen, Chengcheng Guo, Yuheng Jiang, Yingliang Zhang, Jingyi Yu, Lan Xu

机构 * ShanghaiTech University（上海科技大学） ； ByteDance Inc.（字节跳动公司） ； Shanghai Jiao Tong University（上海交通大学） 纠错

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

ANYPORTAL: Zero-Shot Consistent Video Background Replacement

Wenshuo Gao, Xicheng Lan, Shuai Yang

机构 * Wangxuan Institute of Computer Technology, State Key Laboratory of Multimedia Information Processing, Peking University, Beijing, China（王轩计算机技术研究所，多媒体信息处理国家重点实验室，北京大学，北京） 纠错

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

Comments 8 pages, ICCV 2025, Website: https://gaowenshuo.github.io/AnyPortal/

InteractPro: A Unified Framework for Motion-Aware Image Composition

Weijing Tao, Xiaofeng Yang, Miaomiao Cui, Guosheng Lin

机构 * College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） ； DAMO Academy, Alibaba Group（阿里达摩院） 纠错

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

Unveiling Biological Models Through Turing Patterns

Yuhan Li, Hongyu Liu, Catharine W. K. Lo

专题命中 扩散模型 ：diffusion(abstract,comments)

Comments 22 pages keywords: inverse reaction-diffusion equations, Turing patterns, Turing instability, periodic solutions, sinusoidal form

Duality estimates for subdiffusion problems including time-fractional porous medium type equations

Arlúcio Viana, Patryk Wolejko, Rico Zacher

专题命中 扩散模型 ：diffusion(abstract)

Comments 24 pages

A Generalisable Generative Model for Multi-Detector Calorimeter Simulation

Piyush Raikwar, Anna Zaborowska, Peter McKeown, Renato Cardoso, Mikolaj Piorczynski, Kyongmin Yeo

专题命中 扩散模型 ：diffusion(abstract)

Atomic Layer Etching of Aluminum Nitride: Mechanistic Insights from First-Principles Studies of Chlorine Chemistry

Sanjay Nayak, Nikolai Andrianov, Thomas Gruhn, Joaquin Miranda

专题命中 扩散模型 ：diffusion(abstract)

Target matching based generative model for speech enhancement

Taihui Wang, Rilin Chen, Tong Lei, Andong Li, Jinzheng Zhao, Meng Yu, Dong Yu

机构 * Tencent AI Lab（腾讯AI实验室） ； Tencent Multimodal Models Department（腾讯多模态模型部门） ； Key Laboratory of Noise and Vibration Research（噪声与振动研究重点实验室） ； Institute of Acoustics, Chinese Academy of Sciences（中国科学院声学研究所） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments 12 pages, 5 figures

Magnetic Resonance Imaging Virtual Liver Biopsy Using Radiomics Analysis for the Assessment of Chronic Liver Disease

Jiqing Huang, Benjamin Leporq, Valérie Hervieu, Sophie Gaillard, Jerome Dumortier, Olivier Beuf, Hélène Ratiney

专题命中 扩散模型 ：diffusion(abstract)

Hybrid Galam--Bass Model for Technology Innovation

Giulia Rotundo, Roy Cerqueti, Gurjeet Dhesi, Claudiu Herteliu, Parmjit Kaur, Marcel Ausloos

专题命中 扩散模型 ：diffusion(abstract)

Comments 23 pages, 2 figures, 1 table, 42 references, as prepared for Sustainability

Ultrathin oxide freestanding membranes with large-scale continuity and structural perfection

Yuhao Hong, Yang Hu, Jianyao Zheng, Minh D. Nguyen, Jelle R. H. Ruiters, Daniel M. Cunha, Iris C. G. van den Bosch, Edwin Dollekamp, Mark Huijben, Yulin Gan, Nini Pryds, Daesung Park, Christoph Baeumer, Qinghua Zhang, Guus Rijnders, Zhaoliang Liao, Gertjan Koster

专题命中 扩散模型 ：diffusion(abstract)

Comments 4 figures and SI(8 figures, 1 table), it is the first version of this manuscript