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。

2025-08-12 至 2025-08-12 共收录 108 篇信号源：cs.CV, cs.GR, cs.MM

1. 扩散模型 78 篇

2508.07128 2025-08-12 cs.CV cs.AI 79%

Perceptual Evaluation of GANs and Diffusion Models for Generating X-rays

Gregory Schuit, Denis Parra, Cecilia Besa

机构 * Pontificia Universidad Católica de Chile（智利天主教大学）； iHealth - Instituto Milenio en Ingeniería e Inteligencia Artificial para la Salud（iHealth - 毫米级工程与人工智能健康研究所）； CENIA – Centro Nacional de Inteligencia Artificial（国家人工智能中心）

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

Comments Accepted to the Workshop on Human-AI Collaboration at MICCAI 2025

2508.02056 2025-08-12 cs.CV 79%

StarPose: 3D Human Pose Estimation via Spatial-Temporal Autoregressive Diffusion

Haoxin Yang, Weihong Chen, Xuemiao Xu, Cheng Xu, Peng Xiao, Cuifeng Sun, Shaoyu Huang, Shengfeng He

机构 * School of Computer Science and Engineering, South China University of Technology（华南理工大学计算机科学与工程学院）； Centre for Smart Health, The Hong Kong Polytechnic University（香港理工大学智能健康中心）； Cloud Computing Center, Chinese Academy of Sciences（中国科学院云计算中心）； Guangzhou Yichuang Information Technology Co., Ltd.（广州亿创信息技术有限公司）； School of Computing and Information Systems, Singapore Management University（新加坡管理大学计算机与信息系）

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

2506.14769 2025-08-12 cs.CV cs.RO 79%

CDP: Towards Robust Autoregressive Visuomotor Policy Learning via Causal Diffusion

Jiahua Ma, Yiran Qin, Yixiong Li, Xuanqi Liao, Yulan Guo, Ruimao Zhang

机构 * Sun Yat-sen University（中山大学）； CUHK(SZ)（香港中文大学（深圳））； Oxford（牛津大学）

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

2502.05855 2025-08-12 cs.RO cs.CV 79%

DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control

Junjie Wen, Yichen Zhu, Jinming Li, Zhibin Tang, Chaomin Shen, Feifei Feng

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

Comments The webpage is at https://dex-vla.github.io/. DexVLA is accepted by CoRL 2025

2508.07926 2025-08-12 cs.LG 78%

Score Augmentation for Diffusion Models

Liang Hou, Yuan Gao, Boyuan Jiang, Xin Tao, Qi Yan, Renjie Liao, Pengfei Wan, Di Zhang, Kun Gai

专题命中扩散模型：diffusion(title,abstract)

2508.07815 2025-08-12 eess.IV 78%

Deep Learning-Based Desikan-Killiany Parcellation of the Brain Using Diffusion MRI

Yousef Sadegheih, Dorit Merhof

专题命中扩散模型：diffusion(title,abstract)

2508.07420 2025-08-12 math.NA cs.NA math.AP 78%

Robust, fast, and adaptive splitting schemes for nonlinear doubly-degenerate diffusion equations

Ayesha Javed, Koondanibha Mitra, Iuliu Sorin Pop

专题命中扩散模型：diffusion(title,abstract)

Comments 39 pages, 20 figures

2508.07243 2025-08-12 cs.LG cs.AI 78%

Causal Negative Sampling via Diffusion Model for Out-of-Distribution Recommendation

Chu Zhao, Eneng Yang, Yizhou Dang, Jianzhe Zhao, Guibing Guo, Xingwei Wang

机构 * Northeastern University（东北大学）

专题命中扩散模型：diffusion(title,abstract)

Comments 14 pages, 6 figures, Under-review

2507.16288 2025-08-12 math.PR math.OC 78%

Pontryagin Maximum Principle for McKean-Vlasov Stochastic Reaction-Diffusion Equations

Johan Benedikt Spille, Wilhelm Stannat

专题命中扩散模型：diffusion(title,abstract)

2412.21086 2025-08-12 cond-mat.mtrl-sci 78%

Diffusion-Controlled Anion Conversion into Dense Polycrystalline and Single-Crystalline Oxyhydrides

Masaya Fujioka, Mihiro Hoshino, Suguru Iwasaki, Katsuhiro Nomura, Aman Sharma, Mineyuki Hattori, Zhongxu Hu, Takayoshi Katase, Reina Utsumi, Yuki Nakahira, Hiroyuki Saitoh

专题命中扩散模型：diffusion(title,abstract)

Comments 18 pages, 6 Figures

2409.04339 2025-08-12 cs.IR 78%

How Fair is Your Diffusion Recommender Model?

Daniele Malitesta, Giacomo Medda, Erasmo Purificato, Mirko Marras, Fragkiskos D. Malliaros, Ludovico Boratto

专题命中扩散模型：diffusion(title,abstract)

Comments Accepted at ACM RecSys 2025 (Late-Breaking Results track)

2408.09242 2025-08-12 math.OC q-fin.MF q-fin.PR 78%

Learning to Optimally Stop Diffusion Processes, with Financial Applications

Min Dai, Yu Sun, Zuo Quan Xu, Xun Yu Zhou

专题命中扩散模型：diffusion(title,abstract)

Comments 46 pages, 10 figures, 4 tables

2211.12267 2025-08-12 math.ST math.PR stat.TH 78%

Nonparametric Bayesian estimation in a multidimensional diffusion model with high frequency data

Marc Hoffmann, Kolyan Ray

专题命中扩散模型：diffusion(title,abstract)

Comments 61 pages, 1 figure, to appear in Probability Theory and Related Fields

Journal ref Probab. Theory Relat. Fields 191 (2025), 103-180

2207.13042 2025-08-12 math.AP 78%

Schauder estimates for stationary and evolution equations associated to stochastic reaction-diffusion equations driven by colored noise

Davide A. Bignamini, Simone Ferrari

专题命中扩散模型：diffusion(title,abstract)

Journal ref Stochastic Analysis and Applications, 42(3), 499-515 (2024)

2508.06834 2025-08-12 stat.CO cs.LG math.DS math.PR stat.ML 78%

A Score-based Diffusion Model Approach for Adaptive Learning of Stochastic Partial Differential Equation Solutions

Toan Huynh, Ruth Lopez Fajardo, Guannan Zhang, Lili Ju, Feng Bao

机构 * Toan Huynh（独立研究者）； Ruth Lopez Fajardo（独立研究者）； Guannan Zhang（独立研究者）； Lili Ju（独立研究者）； Feng Bao（独立研究者）

专题命中扩散模型：diffusion(title,abstract)

2508.06806 2025-08-12 cs.LG cs.AI 78%

Offline-to-Online Reinforcement Learning with Classifier-Free Diffusion Generation

Xiao Huang, Xu Liu, Enze Zhang, Tong Yu, Shuai Li

机构 * Shanghai Jiao Tong University, Shanghai, China（上海交通大学）； Adobe Research, California, United States（Adobe研究院）

专题命中扩散模型：diffusion(title,abstract)

Comments ICML2025

2508.06804 2025-08-12 cs.RO 78%

D3P: Dynamic Denoising Diffusion Policy via Reinforcement Learning

Shu-Ang Yu, Feng Gao, Yi Wu, Chao Yu, Yu Wang

专题命中扩散模型：diffusion(title,abstract)

2508.06746 2025-08-12 cs.AI 78%

Topology Generation of UAV Covert Communication Networks: A Graph Diffusion Approach with Incentive Mechanism

Xin Tang, Qian Chen, Fengshun Li, Youchun Gong, Yinqiu Liu, Wen Tian, Shaowen Qin, Xiaohuan Li

机构 * Guilin University of Electronic Technology（桂林电子科技大学）； Nanyang Technological University（南洋理工大学）； Nanjing University of Information Science and Technology（南京信息科学技术大学）

专题命中扩散模型：diffusion(title,abstract)

2508.06644 2025-08-12 physics.med-ph eess.IV 78%

Detecting Early Kidney Allograft Fibrosis with Multi-b-value Spectral Diffusion MRI

Mira M. Liu, Jonathan Dyke, Thomas Gladytz, Jonas Jasse, Ian Bolger, Sergio Calle, Swathi Pavuluri, Tanner Crews, Surya Seshan, Steven Salvatore, Isaac Stillman, Thangamani Muthukumar, Bachir Taouli, Samira Farouk, Octavia Bane, Sara Lewis

专题命中扩散模型：diffusion(title,abstract)

Comments 16 pages, 4 figures, 4 tables, 7 page supplementary

2504.16858 2025-08-12 cs.CL 78%

Planning with Diffusion Models for Target-Oriented Dialogue Systems

Hanwen Du, Bo Peng, Xia Ning

机构 * Department of Computer Science and Engineering, The Ohio State University, USA（计算机科学与工程系，俄亥俄州立大学）； Department of Biomedical Informatics, The Ohio State University, USA（生物医学信息学系，俄亥俄州立大学）； Translational Data Analytics Institute, The Ohio State University, USA（转化数据分析研究所，俄亥俄州立大学）

专题命中扩散模型：diffusion(title,abstract)

Comments Accepted to ACL 2025 Main Conference

2502.03788 2025-08-12 cs.HC 78%

Frontend Diffusion: Empowering Self-Representation of Junior Researchers and Designers Through Multi-agent System

Zijian Ding, Qinshi Zhang, Mohan Chi, Ziyi Wang

专题命中扩散模型：diffusion(title,abstract)

2508.07149 2025-08-12 cs.CV 74%

SketchAnimator: Animate Sketch via Motion Customization of Text-to-Video Diffusion Models

Ruolin Yang, Da Li, Honggang Zhang, Yi-Zhe Song

机构 * PRIS, School of Artificial Intelligence, Beijing University of Posts（PRIS人工智能学院，北京邮电大学）； SketchX, CVSSP, University of Surrey（SketchX，计算机视觉与模式识别研究所，萨里大学）

专题命中扩散模型：diffusion(title)；分类 cs.CV

Comments 2024 IEEE International Conference on Visual Communications and Image Processing (VCIP); Oral

2404.02260 2025-08-12 math.AP 71%

On diffusion and transport acting on parameterized moving closed curves in space

Michal Benes, Miroslav Kolar, Daniel Sevcovic

专题命中扩散模型：diffusion(title)

2401.17958 2025-08-12 stat.ML cs.LG math.PR 71%

Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances

Xuefeng Gao, Lingjiong Zhu

专题命中扩散模型：diffusion(title)

Comments 48 pages, 2 tables

Journal ref International Conference on Artificial Intelligence and Statistics, PMLR 258:1009-1017, 2025

2503.10256 2025-08-12 cs.CV 70%

ROODI: Reconstructing Occluded Objects with Denoising Inpainters

Yeonjin Chang, Erqun Dong, Seunghyeon Seo, Nojun Kwak, Kwang Moo Yi

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

Comments Project page: https://yeonjin-chang.github.io/ROODI/

2506.10574 2025-08-12 cs.CV cs.MM cs.SD eess.AS 62%

DanceChat: Large Language Model-Guided Music-to-Dance Generation

Qing Wang, Xiaohang Yang, Yilan Dong, Naveen Raj Govindaraj, Gregory Slabaugh, Shanxin Yuan

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

2501.15981 2025-08-12 cs.CV cs.GR cs.LG 62%

MatCLIP: Light- and Shape-Insensitive Assignment of PBR Material Models

Michael Birsak, John Femiani, Biao Zhang, Peter Wonka

机构 * KAUST KSA（卡塔尔科技大学）； Miami University USA（迈阿密大学）

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

Comments Accepted at SIGGRAPH 2025 (Conference Track). Project page: https://birsakm.github.io/matclip

Journal ref SIGGRAPH 2025 Conference Proceedings

2508.07759 2025-08-12 cs.CV 57%

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild

Haoran Wang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi

机构 * Nanjing University（南京大学）； Southeast University（东南大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

2508.07225 2025-08-12 eess.IV cs.CV q-bio.QM 57%

HaDM-ST: Histology-Assisted Differential Modeling for Spatial Transcriptomics Generation

Xuepeng Liu, Zheng Jiang, Pinan Zhu, Hanyu Liu, Chao Li

机构 * University of Cambridge, UK（剑桥大学，英国）； Northeastern University, Shenyang, China（东北大学，中国）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments 10 pages, 5 figures, includes comparisons with TESLA, HiStoGene, and iStar; submitted to arXiv 2025

2506.21298 2025-08-12 cs.SD cs.AI cs.CL cs.LG cs.MM eess.AS 57%

Exploring Adapter Design Tradeoffs for Low Resource Music Generation

Atharva Mehta, Shivam Chauhan, Monojit Choudhury

机构 * Mohamed bin Zayed University of AI（穆罕默德·本·扎耶德人工智能大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.MM

Comments 9 pages, 4 figures

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