图像生成 - arXivDaily 专题

2509.14163 2025-09-18 quant-ph cs.LG 86%

Quantum Reinforcement Learning-Guided Diffusion Model for Image Synthesis via Hybrid Quantum-Classical Generative Model Architectures

Chi-Sheng Chen, En-Jui Kuo

机构 * Independent Researcher Cambridge, USA（独立研究者美国剑桥）； Department of Electrophysics National Yang Ming Chiao Tung University Hsinchu, Taiwan（电子物理系国立阳明交通大学台北县）

专题命中扩散模型：diffusion(title,abstract)；image synthesis(title)

2410.13034 2025-09-18 q-bio.NC cs.CV 83%

Synthesis and Perceptual Scaling of High Resolution Naturalistic Images Using Stable Diffusion

Leonardo Pettini, Carsten Bogler, Christian Doeller, John-Dylan Haynes

机构 * Department of Psychology, Humboldt-Universität zu Berlin（柏林洪堡大学心理学系）； Bernstein Center for Computational Neuroscience Berlin and Berlin Center for Advanced Neuroimaging, Charité Universitätsmedizin Berlin（柏林伯恩斯坦计算神经科学中心和柏林先进神经成像中心，查理医学院）； Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany（马克斯·普朗克人类认知与脑科学研究所，莱比锡，德国）； Max Planck School of Cognition, Leipzig, Germany（马克斯·普朗克认知学校，莱比锡，德国）； Kavli Institute for Systems Neuroscience, Centre for Neural Computation, The Egil and Pauline Braathen and Fred Kavli Centre for Cortical Microcircuits, Jebsen Centre for Alzheimer’s Disease, Norwegian University of Science and Technology, Trondheim, Norway（凯斯琳系统神经科学研究所，神经计算中心，埃吉和保罗·布雷athen及弗雷德·卡维利微电路中心，朱贝森阿尔茨海默病中心，挪威科学与技术大学，特罗姆瑟，挪威）； Clinic of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany（柏林查理医学院神经科诊所）； Berlin Center for Advanced Neuroimaging, Charité-Universitätsmedizin Berlin, Berlin, Germany（柏林先进神经成像中心，查理医学院）； Research Cluster of Excellence “Science of Intelligence”, Technische（卓越研究集群“智能科学”，技术）

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

Comments 80 pages, 26 Figures, 6 tables

2509.13936 2025-09-18 cs.CV 83%

Noise-Level Diffusion Guidance: Well Begun is Half Done

Harvey Mannering, Zhiwu Huang, Adam Prugel-Bennett

机构 * Vision, Learning, and Control (VLC) Research Group（视觉、学习与控制研究组）

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

2509.13768 2025-09-18 cs.CV 79%

Generative Image Coding with Diffusion Prior

Jianhui Chang

机构 * China Telecom Cloud Computing Research Institute（中国电信云计算研究院）

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

2509.13711 2025-09-18 cs.CV 79%

StyleProtect: Safeguarding Artistic Identity in Fine-tuned Diffusion Models

Qiuyu Tang, Joshua Krinsky, Aparna Bharati

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

2509.13525 2025-09-18 cs.CV cs.AI cs.LG 79%

ColonCrafter: A Depth Estimation Model for Colonoscopy Videos Using Diffusion Priors

Romain Hardy, Tyler Berzin, Pranav Rajpurkar

机构 * Department of Biomedical Informatics, Harvard Medical School（生物医学信息学系，哈佛医学院）； Center for Advanced Endoscopy, Beth Israel Deaconess Medical Center（先进内窥镜中心，贝塞斯达医院）

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

Comments 12 pages, 8 figures

2410.22454 2025-09-18 cs.CV 79%

Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease

Chenyu Gao, Michael E. Kim, Karthik Ramadass, Praitayini Kanakaraj, Aravind R. Krishnan, Adam M. Saunders, Nancy R. Newlin, Ho Hin Lee, Qi Yang, Warren D. Taylor, Brian D. Boyd, Lori L. Beason-Held, Susan M. Resnick, Lisa L. Barnes, David A. Bennett, Marilyn S. Albert, Katherine D. Van Schaik, Derek B. Archer, Timothy J. Hohman, Angela L. Jefferson, Ivana Išgum, Daniel Moyer, Yuankai Huo, Kurt G. Schilling, Lianrui Zuo, Shunxing Bao, Nazirah Mohd Khairi, Zhiyuan Li, Christos Davatzikos, Bennett A. Landman

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

Comments Accepted to Imaging Neuroscience

2501.06718 2025-09-18 cs.LG 78%