图像生成

Improving Chain-of-Thought Efficiency for Autoregressive Image Generation

Zeqi Gu, Markos Georgopoulos, Xiaoliang Dai, Marjan Ghazvininejad, Chu Wang, Felix Juefei-Xu, Kunpeng Li, Yujun Shi, Zecheng He, Zijian He, Jiawei Zhou, Abe Davis, Jialiang Wang

机构 * Meta Superintelligence Labs（Meta超智能实验室） ； Meta FAIR ； Cornell University（康奈尔大学） ； Stony Brook University（石溪大学） 纠错

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

Unified Cross-Modal Medical Image Synthesis with Hierarchical Mixture of Product-of-Experts

Reuben Dorent, Nazim Haouchine, Alexandra Golby, Sarah Frisken, Tina Kapur, William Wells

机构 * Harvard Medical School and the Brigham and Women’s Hospital（哈佛医学院和布里洛妇产科医院） ； MIND Team, Inria Saclay, Université Paris-Saclay, Palaiseau, France and Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, CNRS, Inria, Inserm, AP-HP, Hôpital de la Pitié Salpêtrière（MIND团队、Inria Saclay、巴黎萨克雷大学、Palaiseau，法国以及索邦大学、巴黎脑研究所-ICM、CNRS、Inria、Inserm、AP-HP、皮蒂埃萨勒普蒂耶医院） ； Massachusetts Institute of Technology（麻省理工学院） 纠错

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

Comments Accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Teleportraits: Training-Free People Insertion into Any Scene

Jialu Gao, K J Joseph, Fernando De La Torre

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Adobe Research（Adobe研究院） 纠错

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

Diffusion-Based Image Editing for Breaking Robust Watermarks

Yunyi Ni, Finn Carter, Ze Niu, Emily Davis, Bo Zhang

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

Comments Preprint

AutoEdit: Automatic Hyperparameter Tuning for Image Editing

Chau Pham, Quan Dao, Mahesh Bhosale, Yunjie Tian, Dimitris Metaxas, David Doermann

机构 * University at Buffalo（布法罗大学） ； Rutgers University（罗格斯大学） 纠错

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

Comments Provided code link

GeoRemover: Removing Objects and Their Causal Visual Artifacts

Zixin Zhu, Haoxiang Li, Xuelu Feng, He Wu, Chunming Qiao, Junsong Yuan

机构 * University at Buffalo（布法罗大学） ； Pixocial Technology（Pixocial科技） 纠错

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

Comments Accepted as Spotlight at NeurIPS 2025

Teamwork: Collaborative Diffusion with Low-rank Coordination and Adaptation

Sam Sartor, Pieter Peers

机构 * College of William \& Mary Williamsburg USA ； College of William \& Mary 纠错

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

Robust Concept Erasure in Diffusion Models: A Theoretical Perspective on Security and Robustness

Zixuan Fu, Yan Ren, Finn Carter, Chenyue Wen, Le Ku, Daheng Yu, Emily Davis, Bo Zhang

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

Comments updated version

Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search

Yuta Oshima, Masahiro Suzuki, Yutaka Matsuo, Hiroki Furuta

机构 * The University of Tokyo（东京大学） ； Google DeepMind（谷歌DeepMind） 纠错

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

Comments Accepted to NeurIPS2025. Website: https://sites.google.com/view/t2v-dlbs and Code: https://github.com/shim0114/T2V-Diffusion-Search

Discrete Diffusion Models with MLLMs for Unified Medical Multimodal Generation

Jiawei Mao, Yuhan Wang, Lifeng Chen, Can Zhao, Yucheng Tang, Dong Yang, Liangqiong Qu, Daguang Xu, Yuyin Zhou

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

Comments 16 pages,6 figures

Diffusion Models for Low-Light Image Enhancement: A Multi-Perspective Taxonomy and Performance Analysis

Eashan Adhikarla, Yixin Liu, Brian D. Davison

机构 * Lehigh University（莱维大学） 纠错

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

A weakly-supervised deep learning model for fast localisation and delineation of the skeleton, internal organs, and spinal canal on Whole-Body Diffusion-Weighted MRI (WB-DWI)

A. Candito, A. Dragan, R. Holbrey, A. Ribeiro, R. Donners, C. Messiou, N. Tunariu, D. -M. Koh, M. D. Blackledge

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

AgeBooth: Controllable Facial Aging and Rejuvenation via Diffusion Models

Shihao Zhu, Bohan Cao, Ziheng Ouyang, Zhen Li, Peng-Tao Jiang, Qibin Hou

机构 * VCIP, School of Computer Science, Nankai University（VCIP，计算机学院，南开大学） ； The Chinese University of Hong Kong（香港中文大学） ； vivo Mobile Communication Co., Ltd（vivo移动通信有限公司） 纠错

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

Think Before You Diffuse: Infusing Physical Rules into Video Diffusion

Ke Zhang, Cihan Xiao, Jiacong Xu, Yiqun Mei, Vishal M. Patel

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

Comments 19 pages, 8 figures

DiffCom: Decoupled Sparse Priors Guided Diffusion Compression for Point Clouds

Xiaoge Zhang, Zijie Wu, Mehwish Nasim, Mingtao Feng, Saeed Anwar, Ajmal Mian

机构 * University of Western Australia（西澳大学） ； Xidian University（西安电子科技大学） 纠错

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

Thermodynamic Performance Limits for Score-Based Diffusion Models

Nathan X. Kodama, Michael Hinczewski

机构 * Case Western Reserve University（凯斯西储大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Quantum Lattice Boltzmann Method for Multiple Time Steps Without Reinitialization for Linear Advection-Diffusion Problems

Aaron Nagel, Johannes Löwe

专题命中 扩散模型 ：diffusion(title,abstract)

Abrupt transitions in the optimization of diffusion with distributed resetting

Pedro Julián-Salgado, Leonardo Dagdug, Denis Boyer

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 11 pages, 5 Figures

Journal ref Physical Review E 112, 044110 (2025)

Lévy Flights and Leaky Boxes: Anomalous Diffusion of Cosmic Rays

Naixin Liang, Siang Peng Oh

专题命中 扩散模型 ：diffusion(title,abstract)

Journal ref Mon Not R Astron Soc (2025) 1911-1934

Energy Diffusion and Advection Coefficients in Kinetic Simulations of Relativistic Plasma Turbulence

Kai W. Wong, Vladimir Zhdankin, Dmitri A. Uzdensky, Gregory R. Werner, Mitchell C. Begelman

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 22 pages, 24 figures, submitted for publication. Comments are welcome!

Journal ref Mon Not R Astron Soc (2025) 1842-1863

DiffSDA: Unsupervised Diffusion Sequential Disentanglement Across Modalities

Hedi Zisling, Ilan Naiman, Nimrod Berman, Supasorn Suwajanakorn, Omri Azencot

专题命中 扩散模型 ：diffusion(title,abstract)

Hedging of exotic options in Hawkes jump-diffusion models by Malliavin calculus

Ayub Ahmadi, Mahdieh Tahmasebi

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 2 tables and 3 figures

A Data-Driven Prism: Multi-View Source Separation with Diffusion Model Priors

Sebastian Wagner-Carena, Aizhan Akhmetzhanova, Sydney Erickson

机构 * Center for Computational Astrophysics, Flatiron Institute（Flatiron Institute 计算天文中心） ； Center for Data Science, New York University（纽约大学数据科学中心） ； Department of Physics, Harvard University（哈佛大学物理系） ； Department of Physics, Stanford University（斯坦福大学物理系） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Accepted to main conference of NeurIPS 2025. Code available at https://github.com/swagnercarena/ddprism

Combining Deterministic Enhanced Conditions with Dual-Streaming Encoding for Diffusion-Based Speech Enhancement

Hao Shi, Xugang Lu, Kazuki Shimada, Tatsuya Kawahara

机构 * Graduate School of Informatics, Kyoto University（京都大学信息学研究科） ； National Institute of Information and Communications Technology（信息通信技术国家研究所） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Unifying Autoregressive and Diffusion-Based Sequence Generation

Nima Fathi, Torsten Scholak, Pierre-André Noël

机构 * ServiceNow Research（ServiceNow研究） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Published as a conference paper at COLM 2025 Website: https://hdlm-colm.github.io/

Journal ref Second Conference on Language Modeling, https://openreview.net/forum?id=rgq9BFXSFl (2025)

Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models

Wenzhuo Tang, Haitao Mao, Danial Dervovic, Ivan Brugere, Saumitra Mishra, Yuying Xie, Jiliang Tang

机构 * Michigan State University（密歇根州立大学） ； Amazon（亚马逊） ； J.P. Morgan AI Research（摩根大通人工智能研究） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments NeurIPS'25

StereoSync: Spatially-Aware Stereo Audio Generation from Video

Christian Marinoni, Riccardo Fosco Gramaccioni, Kazuki Shimada, Takashi Shibuya, Yuki Mitsufuji, Danilo Comminiello

机构 * Sapienza University of Rome（罗马萨皮恩扎大学） ； Sony AI（索尼人工智能） ； Sony Group Corporation（索尼集团） 纠错

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

Comments Accepted at IJCNN 2025

Bimanual 3D Hand Motion and Articulation Forecasting in Everyday Images

Aditya Prakash, David Forsyth, Saurabh Gupta

机构 * University of Illinois, Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

Comments Project page: https://ap229997.github.io/projects/forehand4d

OneCAT: Decoder-Only Auto-Regressive Model for Unified Understanding and Generation

Han Li, Xinyu Peng, Yaoming Wang, Zelin Peng, Xin Chen, Rongxiang Weng, Jingang Wang, Xunliang Cai, Wenrui Dai, Hongkai Xiong

机构 * Meituan Inc（美团公司） ； 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

Comments technical report, project url:https://onecat-ai.github.io/

Emergent Directedness in Social Contagion

Fabian Tschofenig, Douglas Guilbeault

专题命中 扩散模型 ：diffusion(abstract)

Comments 36 pages, 6 figures, plus 30-page appendix with 15 figures