视觉与机器人

图像生成

图像生成、文生图、图像编辑、扩散模型和可控生成。

2025-08-21 至 2025-08-21 共收录 30 篇信号源：cs.CV, cs.GR, cs.MM

1. 扩散模型 30 篇

2508.13628 2025-08-21 cs.CV 85%

DiffIER: Optimizing Diffusion Models with Iterative Error Reduction

Ao Chen, Lihe Ding, Tianfan Xue

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

2508.14276 2025-08-21 cs.CV cs.AI 85%

Tooth-Diffusion: Guided 3D CBCT Synthesis with Fine-Grained Tooth Conditioning

Said Djafar Said, Torkan Gholamalizadeh, Mostafa Mehdipour Ghazi

机构 * Pioneer Centre for AI, Department of Computer Science, University of Copenhagen Research（先锋人工智能中心、计算机科学系、哥本哈根大学研究）

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

Comments MICCAI 2025 Workshop on Oral and Dental Image Analysis (ODIN)

2502.08927 2025-08-21 cs.CV 83%

Dynamic watermarks in images generated by diffusion models

Yunzhuo Chen, Naveed Akhtar, Nur Al Hasan Haldar, Ajmal Mian

机构 * The University of Western Australia（西澳大学）； The University of Melbourne（墨尔本大学）； Curtin University（Curtin 大学）

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

2506.09482 2025-08-21 cs.CV 83%

Marrying Autoregressive Transformer and Diffusion with Multi-Reference Autoregression

Dingcheng Zhen, Qian Qiao, Xu Zheng, Tan Yu, Kangxi Wu, Ziwei Zhang, Siyuan Liu, Shunshun Yin, Ming Tao

机构 * Soul AI ； ICT ； Chinese Academy of Sciences（中国科学院）

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

2402.13737 2025-08-21 cs.CV 83%

RNDiff: Rainfall nowcasting with Condition Diffusion Model

Xudong Ling, Chaorong Li, Fengqing Qin, Peng Yang, Yuanyuan Huang

机构 * Faculty of Artificial Intelligence and Big Data（人工智能与大数据学院）； Chongqing University of Technology（重庆理工大学）； Yibin University（宜春大学）； Chengdu University of Information Technology（成都信息工程大学）

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

2508.14811 2025-08-21 cs.CV 79%

Tinker: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization

Canyu Zhao, Xiaoman Li, Tianjian Feng, Zhiyue Zhao, Hao Chen, Chunhua Shen

机构 * Zhejiang University（浙江大学）； Zhejiang University of Technology（浙江工业大学）

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

Comments Project webpage: https://aim-uofa.github.io/Tinker

2508.14717 2025-08-21 cs.CV 79%

GSFix3D: Diffusion-Guided Repair of Novel Views in Gaussian Splatting

Jiaxin Wei, Stefan Leutenegger, Simon Schaefer

机构 * Technical University of Munich（慕尼黑技术大学）； ETH Zurich（苏黎世联邦理工学院）

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

2508.14437 2025-08-21 cs.CV 79%

FOCUS: Frequency-Optimized Conditioning of DiffUSion Models for mitigating catastrophic forgetting during Test-Time Adaptation

Gabriel Tjio, Jie Zhang, Xulei Yang, Yun Xing, Nhat Chung, Xiaofeng Cao, Ivor W. Tsang, Chee Keong Kwoh, Qing Guo

机构 * Centre for Frontier AI Research (CFAR)（前沿人工智能研究中心）； Agency for Science, Technology and Research (A*STAR)（科技研究局）； College of Computing and Data Science（计算与数据科学学院）； Nanyang Technological University（南洋理工大学）； Institute of Infocomm Research (I2R)（信息通信研究所）； School of Computer Science and Technology（计算机科学与技术学院）

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

2508.14431 2025-08-21 cs.CV 79%

HyperDiff: Hypergraph Guided Diffusion Model for 3D Human Pose Estimation

Bing Han, Yuhua Huang, Pan Gao

机构 * Nanjing University of Aeronautics and Astronautics（南京航空航天大学）

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

2508.14413 2025-08-21 cs.LG cs.CV 79%

Disentanglement in T-space for Faster and Distributed Training of Diffusion Models with Fewer Latent-states

Samarth Gupta, Raghudeep Gadde, Rui Chen, Aleix M. Martinez

机构 * Amazon（亚马逊）

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

2508.14364 2025-08-21 physics.med-ph cs.CV 79%

Physics-Constrained Diffusion Reconstruction with Posterior Correction for Quantitative and Fast PET Imaging

Yucun Hou, Fenglin Zhan, Chenxi Li, Ziquan Yuan, Haoyu Lu, Yue Chen, Yihao Chen, Kexin Wang, Runze Liao, Haoqi Wen, Ganxi Du, Jiaru Ni, Taoran Chen, Jinyue Zhang, Jigang Yang, Jianyong Jiang

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

2508.14122 2025-08-21 eess.IV cs.CV cs.LG q-bio.TO 79%

3D Cardiac Anatomy Generation Using Mesh Latent Diffusion Models

Jolanta Mozyrska, Marcel Beetz, Luke Melas-Kyriazi, Vicente Grau, Abhirup Banerjee, Alfonso Bueno-Orovio

机构 * Department of Computer Science, University of Oxford（计算机科学系，牛津大学）； Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford（生物医学工程研究所，工程科学系，牛津大学）； Visual Geometry Group, Department of Engineering Science, University of Oxford（视觉几何组，工程科学系，牛津大学）； Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford（心血管医学部，拉德克利夫医学系，牛津大学）

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

2507.11579 2025-08-21 cs.CV cs.LG 79%

SketchDNN: Joint Continuous-Discrete Diffusion for CAD Sketch Generation

Sathvik Chereddy, John Femiani

机构 * Department of Computer Science, Miami-Oxford University, Oxford OH, USA（计算机科学系，迈阿密-牛津大学，牛津 OH，美国）

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

Comments 17 pages, 63 figures, Proceedings of the 42nd International Conference on Machine Learning (ICML2025)

2508.14748 2025-08-21 cs.LG cs.AI 78%

Cross-Modality Controlled Molecule Generation with Diffusion Language Model

Yunzhe Zhang, Yifei Wang, Khanh Vinh Nguyen, Pengyu Hong

专题命中扩散模型：diffusion(title,abstract)

2508.14577 2025-08-21 q-fin.MF 78%

Call Option Price using Pearson Diffusion Processes

Tapan Kar, Suprio Bhar, Barun Sarkar, Sesha Meka

专题命中扩散模型：diffusion(title,abstract)

2306.08980 2025-08-21 cs.SE 78%

The Upper Bound of Information Diffusion in Code Review

Michael Dorner, Daniel Mendez, Krzysztof Wnuk, Ehsan Zabardast, Jacek Czerwonka

专题命中扩散模型：diffusion(title,abstract)

Comments To appear in Empirical Software Engineering Journal

Journal ref Empirical Software Engineering 30, 2 (2025)

2508.14352 2025-08-21 cs.LG 78%

SBGD: Improving Graph Diffusion Generative Model via Stochastic Block Diffusion

Junwei Su, Shan Wu

机构 * School of Resources and Environmental Engineering, Hefei University of Technology（资源与环境工程学院，合肥工业大学）； School of Computing and Data Science, University of Hong Kong（计算与数据科学学院，香港大学）

专题命中扩散模型：diffusion(title,abstract)

2503.22062 2025-08-21 math.AP 78%

Asymptotic limit of the principal eigenvalue of asymmetric nonlocal diffusion operators and propagation dynamics

Yihong Du, Xiangdong Fang, Wenjie Ni

专题命中扩散模型：diffusion(title,abstract)

2411.13536 2025-08-21 cs.CV cs.AI cs.GR cs.LG cs.MM 67%

Identity Preserving 3D Head Stylization with Multiview Score Distillation

Bahri Batuhan Bilecen, Ahmet Berke Gokmen, Furkan Guzelant, Aysegul Dundar

机构 * Bilkent University（比尔肯大学）； ETH Zurich（苏黎世联邦理工学院）； Max Planck Institute（马克斯·普朗克研究所）； INSAIT, Sofia University “St. Kliment Ohridski”（INSAIT，索菲亚大学“圣克莱门特·奥赫里茨基”）

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

Comments https://three-bee.github.io/head_stylization

2410.03844 2025-08-21 math.NA cs.GR cs.NA 57%

Projected Walk on Spheres: A Monte Carlo Closest Point Method for Surface PDEs

Ryusuke Sugimoto, Nathan King, Toshiya Hachisuka, Christopher Batty

专题命中扩散模型：diffusion(abstract)；分类 cs.GR

Comments Accepted to SIGGRAPH Asia 2024 (Conference Papers). See https://rsugimoto.net/ProjectedWalkOnSpheres/ for updates

2408.13799 2025-08-21 math.ST math.PR stat.ML stat.TH 56%

Non-asymptotic bounds for forward processes in denoising diffusions: Ornstein-Uhlenbeck is hard to beat

Miha Brešar, Aleksandar Mijatović

专题命中扩散模型：diffusion(abstract,comments)

Comments new Subsection 4.1 on Kinetic Langevin diffusion as forward process included; to appear in Annals of Applied Probability; 25 pages, 4 figures; see short YouTube videos https://youtu.be/hQvfpwI0UPk?si=tfL-DrH2EzqCuGSN and https://youtu.be/xjzVPOEkl44?si=fq9l3kZFg8eELYG3 explaining the main results and ideas of proofs

2508.14868 2025-08-21 math.AP 50%

Critical trajectories in kinetic geometry

Helge Dietert, Clément Mouhot, Lukas Niebel, Rico Zacher

专题命中扩散模型：diffusion(abstract)

2508.14862 2025-08-21 cond-mat.stat-mech cond-mat.soft 50%

Universal winding properties of chiral active motion

Ion Santra, Urna Basu, Sanjib Sabhapandit

专题命中扩散模型：diffusion(abstract)

2505.19717 2025-08-21 cs.RO 50%

Extremum Flow Matching for Offline Goal Conditioned Reinforcement Learning

Quentin Rouxel, Clemente Donoso, Fei Chen, Serena Ivaldi, Jean-Baptiste Mouret

专题命中扩散模型：diffusion(abstract)

Comments 2025 IEEE-RAS 24th International Conference on Humanoid Robots (Humanoids), Sep 2025, Seoul, South Korea

2508.14441 2025-08-21 cs.RO 50%

FBI: Learning Dexterous In-hand Manipulation with Dynamic Visuotactile Shortcut Policy

Yijin Chen, Wenqiang Xu, Zhenjun Yu, Tutian Tang, Yutong Li, Siqiong Yao, Cewu Lu

机构 * Shanghai Jiao Tong University（上海交通大学）

专题命中扩散模型：diffusion(abstract)

2508.14438 2025-08-21 eess.SP 50%

Weakly-Convex Regularization for Magnetic Resonance Image Denoising

Akash Prabakar, Abhishek Shreekant Bhandiwad, Abijith Jagannath Kamath, Chandra Sekhar Seelamantula

专题命中扩散模型：diffusion(abstract)

Comments Presented in ISCS25

2508.14351 2025-08-21 cs.LG stat.ML 50%

A Non-Asymptotic Convergent Analysis for Scored-Based Graph Generative Model via a System of Stochastic Differential Equations

Junwei Su, Chuan Wu

机构 * School of Computing（计算学院）； Data Science, University of Hong Kong（数据科学，香港大学）

专题命中扩散模型：diffusion(abstract)

2508.11002 2025-08-21 cs.RO 50%

3D FlowMatch Actor: Unified 3D Policy for Single- and Dual-Arm Manipulation

Nikolaos Gkanatsios, Jiahe Xu, Matthew Bronars, Arsalan Mousavian, Tsung-Wei Ke, Katerina Fragkiadaki

机构 * Carnegie Mellon University（卡内基梅隆大学）； NVIDIA（英伟达）； National Taiwan University（国立台湾大学）

专题命中扩散模型：diffusion(abstract)

Comments Project page: https://3d-flowmatch-actor.github.io/

2502.06768 2025-08-21 cs.LG 50%

Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions

Jaeyeon Kim, Kulin Shah, Vasilis Kontonis, Sham Kakade, Sitan Chen

机构 * Harvard University（哈佛大学）； University of Texas Austin（德克萨斯大学奥斯汀分校）

专题命中扩散模型：diffusion(abstract)

2312.09518 2025-08-21 quant-ph math-ph math.MP 50%

Further improving quantum algorithms for nonlinear differential equations via higher-order methods and rescaling

Pedro C. S. Costa, Philipp Schleich, Mauro E. S. Morales, Dominic W. Berry

专题命中扩散模型：diffusion(abstract)

Comments 37 pages, 2 figures

Journal ref npj Quantum Information 11, 141 (2025)

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