图像生成

TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation

Victor Shea-Jay Huang, Le Zhuo, Yi Xin, Zhaokai Wang, Fu-Yun Wang, Yuchi Wang, Renrui Zhang, Peng Gao, Hongsheng Li

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

Exploring Palette based Color Guidance in Diffusion Models

Qianru Qiu, Jiafeng Mao, Xueting Wang

机构 * CyberAgent Inc.（CyberAgent公司） 纠错

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

Comments Accepted to ACM MM 2025

Spatiotemporally Consistent Indoor Lighting Estimation with Diffusion Priors

Mutian Tong, Rundi Wu, Changxi Zheng

机构 * Columbia University（哥伦比亚大学） 纠错

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

Comments 11 pages. Accepted by SIGGRAPH 2025 as Conference Paper

Journal ref SIGGRAPH '25: ACM SIGGRAPH 2025 Conference Conference Papers, Article 107, pages1-11, July 2025

DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion

Huiguo He, Huan Yang, Zixi Tuo, Yuan Zhou, Qiuyue Wang, Yuhang Zhang, Zeyu Liu, Wenhao Huang, Hongyang Chao, Jian Yin

机构 * School of Computer Science and Engineering, Sun Yat-sen University（中山大学计算机科学与工程学院） ； School of Artificial Intelligence, Sun Yat-sen University（中山大学人工智能学院） 纠错

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

Comments Accepted by TPAMI

Unlocking the Potential of Diffusion Priors in Blind Face Restoration

Yunqi Miao, Zhiyu Qu, Mingqi Gao, Changrui Chen, Jifei Song, Jungong Han, Jiankang Deng

机构 * University of Warwick（沃里克大学） ； University of Sheffield（谢菲尔德大学） ； University of Surrey（萨里大学） ； Imperial College London（伦敦帝国学院） 纠错

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

MuGa-VTON: Multi-Garment Virtual Try-On via Diffusion Transformers with Prompt Customization

Ankan Deria, Dwarikanath Mahapatra, Behzad Bozorgtabar, Mohna Chakraborty, Snehashis Chakraborty, Sudipta Roy

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

Nonlinear dynamics of reaction-diffusion wave trains under large and fully nonlocalized modulations

Joannis Alexopoulos, Björn de Rijk

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 56 pages, 2 figures, 1 table

Adaptive Multiple Access and Service Placement for Generative Diffusion Models

Hamidreza Mazandarani, Mohammad Farhoudi, Masoud Shokrnezhad, Tarik Taleb

专题命中 扩散模型 ：diffusion(title,abstract)

Comments This manuscript has been accepted for presentation at IEEE GLOBECOM 2025. You can use this material personally. Reprinting or republishing this material for the purpose of advertising or promotion, etc., must adhere to IEEE policy. The DOI will be supplied as soon as it becomes available

From Platform Migration to Cultural Integration: the Ingress and Diffusion of #wlw from TikTok to RedNote in Queer Women Communities

Ziqi Pan, Runhua Zhang, Jiehui Luo, Yuanhao Zhang, Yue Deng, Xiaojuan Ma

专题命中 扩散模型 ：diffusion(title,abstract)

Multidimensional Adaptive Coefficient for Inference Trajectory Optimization in Flow and Diffusion

Dohoon Lee, Jaehyun Park, Hyunwoo J. Kim, Kyogu Lee

机构 * Music and Audio Research Group, Department of Intelligence and Information, Seoul National University, Seoul, Korea（智能信息系音频研究组，首尔国立大学，韩国首尔） ； Interdisciplinary Program in Artificial Intelligence, Seoul National University, Seoul, Korea（人工智能跨学科项目，首尔国立大学，韩国首尔） ； Artificial Intelligence Institute, Seoul National University, Seoul, Korea（人工智能研究所，首尔国立大学，韩国首尔） ； School of Computing, KAIST, Daejeon, Korea（计算学院，韩国科学技术院，韩国大田） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments ICML 2025 Paper

REDUCIO! Generating 1K Video within 16 Seconds using Extremely Compressed Motion Latents

Rui Tian, Qi Dai, Jianmin Bao, Kai Qiu, Yifan Yang, Chong Luo, Zuxuan Wu, Yu-Gang Jiang

机构 * Institute of Trustworthy Embodied AI, Fudan University（可信具身人工智能研究院，复旦大学） ； Shanghai Collaborative Innovation Center of Intelligent Visual Computing（上海智能视觉计算协同创新中心） ； Microsoft Research（微软研究院） 纠错

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

Comments Accepted to ICCV2025. Code available at https://github.com/microsoft/Reducio-VAE

DiffVolume: Diffusion Models for Volume Generation in Limit Order Books

Zhuohan Wang, Carmine Ventre

专题命中 扩散模型 ：diffusion(title)

Comments 13 pages, 6 figures, 3 tables

PointDreamer: Zero-shot 3D Textured Mesh Reconstruction from Colored Point Cloud

Qiao Yu, Xianzhi Li, Yuan Tang, Xu Han, Jinfeng Xu, Long Hu, Min Chen

机构 * Huazhong University of Science and Technology（华中科技大学） ； School of Computer Science and Technology（计算机科学与技术学院） ； Guangdong HUST Industrial Technology Research Institute（广东华中科技大学产业技术研究院） ； School of Computer Science and Engineering（计算机科学与工程学院） ； South China University of Technology（华南理工大学） ； Pazhou Laboratory（琶洲实验室） 纠错

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

Envisioning Generative Artificial Intelligence in Cartography and Mapmaking

Yuhao Kang, Chenglong Wang

专题命中 扩散模型 ：image generation(abstract)；diffusion(abstract)

Comments 9 pages, 6 figures

CObL: Toward Zero-Shot Ordinal Layering without User Prompting

Aneel Damaraju, Dean Hazineh, Todd Zickler

机构 * Harvard University, School of Engineering and Applied Sciences（哈佛大学工程与应用科学学院） 纠错

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

Comments ICCV 2025: Project page with demo, datasets, and code: https://vision.seas.harvard.edu/cobl/

Cut2Next: Generating Next Shot via In-Context Tuning

Jingwen He, Hongbo Liu, Jiajun Li, Ziqi Huang, Yu Qiao, Wanli Ouyang, Ziwei Liu

机构 * The Chinese University of Hong Kong（香港中文大学） ； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； S-Lab, Nanyang Technological University（南洋理工大学S实验室） 纠错

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

GMF-Drive: Gated Mamba Fusion with Spatial-Aware BEV Representation for End-to-End Autonomous Driving

Jian Wang, Chaokang Jiang, Haitao Xu

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

Comments 7 pages, 4 figures

Fancy123: One Image to High-Quality 3D Mesh Generation via Plug-and-Play Deformation

Qiao Yu, Xianzhi Li, Yuan Tang, Xu Han, Long Hu, Yixue Hao, Min Chen

机构 * Huazhong University of Science and Technology（华中科技大学） ； Guangdong Intelligent Robotics Institute（广东智能机器人研究院） ； South China University of Technology（华南理工大学） ； Pazhou Laboratory（琶洲实验室） 纠错

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

Comments CVPR2025

Variational volume reconstruction with the Deep Ritz Method

Conor Rowan, Sumedh Soman, John A. Evans

机构 * Smead Aerospace Engineering Sciences University of Colorado（斯梅德航空航天工程科学大学） 纠错

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

Urban-STA4CLC: Urban Theory-Informed Spatio-Temporal Attention Model for Predicting Post-Disaster Commercial Land Use Change

Ziyi Guo, Yan Wang

机构 * University of Florida（佛罗里达大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Anomalous Sodium Insertion in Highly Oriented Graphite: Thermodynamics, Kinetics and Evidence for Two-Sided Intercalation

Chuanhai Gan, Chuanlian Xiao, Hongguang Wang, Peter A. van Aken, Rotraut Merkle, Sebastian Bette, Bettina V. Lotsch, Joachim Maier

专题命中 扩散模型 ：diffusion(abstract)

Elucidating Rectified Flow with Deterministic Sampler: Polynomial Discretization Complexity for Multi and One-step Models

Ruofeng Yang, Zhaoyu Zhu, Bo Jiang, Cheng Chen, Shuai Li

机构 * Shanghai Jiao Tong University（上海交通大学） ； East China Normal University（华东师范大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Towards Safe Imitation Learning via Potential Field-Guided Flow Matching

Haoran Ding, Anqing Duan, Zezhou Sun, Leonel Rozo, Noémie Jaquier, Dezhen Song, Yoshihiko Nakamura

机构 * Department of Robotics, Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)（机器人系，Mohamed bin Zayed大学人工智能学院） ； Bosch Center for Artificial Intelligence（博世人工智能中心） ； Division of Robotics, Perception, and Learning, KTH Royal Institute of Technology（机器人、感知与学习 division，皇家理工学院） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments 8 pages, 6 figures, Accepted to IROS 2025

Vacuum Dealloyed Brass as Li-Metal Battery Current Collector: Effect of Zinc and Porosity

Eric V Woods, Xinren Chen, Shaolou Wei, Yuwei Zhang, Alisson Kwiatkowski da Silva, Ayman A El-Zoka, J Manoj Prabhakar, Tim M Schwarz, Yongqiang Kang, Leonardo S Aota, Mahander P Singh, Katja Angenendt, Ozge Ozgun, Matic Jovivcevic-Klug, Patricia Jovivcevic-Klug, Christian Bross, Jian Liu, Rene de Kloe, Gerhard Dehm, Stefan Zaefferer, Yug Joshi, Baptiste Gault

专题命中 扩散模型 ：diffusion(abstract)

Comments 58 pages, 6 main figures, 20 SI figures; main text and supplementary information included in a single PDF

Volatile enrichment in low-mass planets: Signatures of past planetary disruption?

Mario Sucerquia, Matías Montesinos, Ana María Agudelo, Nicolás Cuello

专题命中 扩散模型 ：diffusion(abstract)

Comments Accepted for publication in Astronomy & Astrophysics. Comments welcome

Journal ref A&A 700, L14 (2025)

FGM Modeling of Thermo-Diffusive Unstable Lean Premixed Hydrogen-Air Flames

Stijn N. J. Schepers, Jeroen A. van Oijen

专题命中 扩散模型 ：diffusion(abstract)

Journal ref Combustion and Flame 280 (2025)

Determination of Preferred Fiber Orientation State based on Newton-Raphson Method using Exact Jacobian

Aigbe Awenlimobor, Douglas E. Smith

专题命中 扩散模型 ：diffusion(abstract)

Comments 40 pages

Journal ref J. Compos. Sci. 2025, 9(8), 433

Scaling limits of branching Loewner evolutions and the Dyson superprocess

Vivian Olsiewski Healey, Govind Menon

专题命中 扩散模型 ：diffusion(abstract)

Journal ref Pacific J. Math. 338 (2025) 87-137

Wave Propagation Dynamics via Lattice Difference Equations

Eddy Kwessi

专题命中 扩散模型 ：diffusion(abstract)

On Irreversibility and Stochastic Systems: Part One

Giorgio Picci

专题命中 扩散模型 ：diffusion(abstract)