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。

2025-11-07 至 2025-11-07 共收录 38 篇信号源：cs.CV, cs.GR, cs.MM

1. 文生图 3 篇

2511.04112 2025-11-07 cs.CV 86%

SpatialLock: Precise Spatial Control in Text-to-Image Synthesis

Biao Liu, Yuanzhi Liang

机构 * The Sugon Group（神舟集团）； TeleAI ； China Telecom（中国电信）； Shanghai China（上海中国）

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

Comments Work in progress

2412.04650 2025-11-07 cs.LG cs.DC 67%

Revisiting Federated Fine-Tuning: A Single Communication Round is Enough for Foundation Models

Ziyao Wang, Bowei Tian, Yexiao He, Zheyu Shen, Guoheng Sun, Yuhan Liu, Luyang Liu, Meng Liu, Ang Li

机构 * University of Maryland, College Park（马里兰大学彭福分校）； Queen Mary University of London（伦敦玛丽女王大学）； Google DeepMind（谷歌DeepMind）

专题命中文生图：image generation(abstract)；text-to-image(abstract)

2308.01184 2025-11-07 cs.CV cs.LG 57%

Bridging Generative and Discriminative Noisy-Label Learning via Direction-Agnostic EM Formulation

Fengbei Liu, Chong Wang, Yuanhong Chen, Yuyuan Liu, Gustavo Carneiro

机构 * Cornell Tech（康奈尔科技）； Cornell University（康奈尔大学）； Department of Radiology, Stanford University（斯坦福大学放射科）； Oxford University（牛津大学）； Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey（视觉、语音和信号处理中心（CVSSP）、塞维利亚大学）

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

2. 图像编辑 2 篇

2504.05306 2025-11-07 cs.CV 79%

CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and Generation

Kavana Venkatesh, Connor Dunlop, Pinar Yanardag

机构 * Virginia Tech（弗吉尼亚理工学院）

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

Comments Published at NeurIPS'25 Main Conference

2503.17899 2025-11-07 cs.CV 57%

What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images

Dongheng Lin, Han Hu, Jianbo Jiao

机构 * University of Birmingham（伯明翰大学）

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

Comments Accepted by TMLR 2025

3. 扩散模型 25 篇

2511.04117 2025-11-07 cs.CV 83%

Tortoise and Hare Guidance: Accelerating Diffusion Model Inference with Multirate Integration

Yunghee Lee, Byeonghyun Pak, Junwha Hong, Hoseong Kim

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

Comments 21 pages, 8 figures. NeurIPS 2025. Project page: https://yhlee-add.github.io/THG

2506.23867 2025-11-07 cond-mat.soft cond-mat.stat-mech 78%

Decoding Noise in Nanofluidic Systems: Adsorption versus Diffusion Signatures in Power Spectra

Anna Drummond Young, Alice L. Thorneywork, Sophie Marbach

专题命中扩散模型：diffusion(title,abstract)

Comments The following article has been submitted to the Journal of Chemical Physics

2504.15180 2025-11-07 math.AP 78%

Reaction, diffusion and nonlocal interactions in high-dimensional space

Hiroshi Ishii, Yoshitaro Tanaka

专题命中扩散模型：diffusion(title,abstract)

2410.00381 2025-11-07 cs.LG cs.AI 78%

Downscaling Extreme Precipitation with Wasserstein Regularized Diffusion

Yuhao Liu, James Doss-Gollin, Qiushi Dai, Ashok Veeraraghavan, Guha Balakrishnan

机构 * Department of Electrical and Computer Engineering, Rice University（电气与计算机工程系， Rice大学）； Department of Civil and Environmental Engineering, Rice University（土木与环境工程系， Rice大学）； Ken Kennedy Institute, Rice University（肯尼迪研究所， Rice大学）； Department of Computer Science, Rice University（计算机科学系， Rice大学）

专题命中扩散模型：diffusion(title,abstract)

Comments 18 pages, 10 figures, 3 tables

Journal ref IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-11, 2025, Art no. 4110211

2304.06202 2025-11-07 q-fin.MF math.PR q-fin.PR 78%

Filtration Reduction and Completeness in Jump-Diffusion Models

Karen Grigorian, Robert Jarrow

专题命中扩散模型：diffusion(title,abstract)

2511.03856 2025-11-07 q-bio.CB cs.IT math.IT physics.bio-ph 78%

Diffusion Dynamics in Biofilms with Time-Varying Channels

Yanahan Paramalingam, Adam Noel

专题命中扩散模型：diffusion(title,abstract)

Comments 9 pages, 8 figures, submitted for journal publication

2509.16515 2025-11-07 cond-mat.mtrl-sci 78%

Prediction of Li3Fe8B8 compound with rapid one-dimensional ion diffusion channels

Shiya Chen, Paul Oftedahl, Zhen Zhang, Zepeng Wu, Junjie Jiang, Vladimir Antropov, Julia V. Zaikina, Shunqing Wu, Kai-Ming Ho, Yang Sun

专题命中扩散模型：diffusion(title,abstract)

Journal ref Phys. Rev. Materials 9, 105403 (2025)

2504.21441 2025-11-07 cond-mat.soft 78%

Diffusion of intruders in a granular gas thermostatted by a bath of elastic hard spheres

Rubén Gómez González, Vicente Garzó

专题命中扩散模型：diffusion(title,abstract)

Comments 42 pages, 11 figures, to be published in Journal of Fluid Mechanics

2406.02827 2025-11-07 cs.LG cs.AI 78%

Stochastic Diffusion: A Diffusion Probabilistic Model for Stochastic Time Series Forecasting

Yuansan Liu, Sudanthi Wijewickrema, Dongting Hu, Christofer Bester, Stephen O'Leary, James Bailey

机构 * School of Computing and Information Systems, The University of Melbourne（计算与信息系统学院，墨尔本大学）； Department of Surgery (Otolaryngology), The University of Melbourne（外科部门（耳鼻喉科），墨尔本大学）； School of Mathematics and Statistics, The University of Melbourne（数学与统计学学院，墨尔本大学）

专题命中扩散模型：diffusion(title,abstract)

Comments 15 pages, 4 figures. SIGKDD 2025

2310.19344 2025-11-07 math.AP 78%

Trend to equilibrium and diffusion limit for the inertial Kuramoto-Sakaguchi equation

Francis Filbet, Myeongju Kang

专题命中扩散模型：diffusion(title,abstract)

2511.04453 2025-11-07 cs.SI cs.SE 73%

Launch-Day Diffusion: Tracking Hacker News Impact on GitHub Stars for AI Tools

Obada Kraishan

专题命中扩散模型：diffusion(title,comments)

Comments 7 pages, 3 figures. Reproducible demonstration system with public code available at https://github.com/obadaKraishan/Launch-Day-Diffusion

2511.04380 2025-11-07 math.AP math-ph math.MP math.PR 71%

Lecture notes on Quantum Diffusion and Random Matrix Theory

Felipe Hernández

专题命中扩散模型：diffusion(title)

Comments Lectures based on arXiv:2502.02566 and arXiv:2506.06468

2511.04615 2025-11-07 cs.CV 57%

Building Trust in Virtual Immunohistochemistry: Automated Assessment of Image Quality

Tushar Kataria, Shikha Dubey, Mary Bronner, Jolanta Jedrzkiewicz, Ben J. Brintz, Shireen Y. Elhabian, Beatrice S. Knudsen

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

2411.18602 2025-11-07 eess.IV cs.CV 57%

Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis

Eva Prakash, Jeya Maria Jose Valanarasu, Zhihong Chen, Eduardo Pontes Reis, Andrew Johnston, Anuj Pareek, Christian Bluethgen, Sergios Gatidis, Cameron Olsen, Akshay Chaudhari, Andrew Ng, Curtis Langlotz

机构 * Stanford University（斯坦福大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, October 2025, pages 4413-4421

2511.04623 2025-11-07 cs.SD eess.AS 50%

PromptSep: Generative Audio Separation via Multimodal Prompting

Yutong Wen, Ke Chen, Prem Seetharaman, Oriol Nieto, Jiaqi Su, Rithesh Kumar, Minje Kim, Paris Smaragdis, Zeyu Jin, Justin Salamon

机构 * Adobe Research（Adobe研究院）； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； MIT（麻省理工学院）

专题命中扩散模型：diffusion(abstract)

Comments Submitted to ICASSP 2026

2511.04415 2025-11-07 math.PR 50%

A Natural Stochastic SIS Model, Analysis of Moments and Comparison of Different Perturbation Techniques

Berk Tan Perçin

专题命中扩散模型：diffusion(abstract)

2506.11735 2025-11-07 nlin.CD 50%

Choosing observables that capture critical slowing down before tipping points: A Fokker-Planck operator approach

Johannes Lohmann, Georg A. Gottwald

专题命中扩散模型：diffusion(abstract)

2511.04155 2025-11-07 cs.LG 50%

Learning to Land Anywhere: Transferable Generative Models for Aircraft Trajectories

Olav Finne Praesteng Larsen, Massimiliano Ruocco, Michail Spitieris, Abdulmajid Murad, Martina Ragosta

专题命中扩散模型：diffusion(abstract)

2511.03993 2025-11-07 cs.LG cs.AI cs.NE 50%

Multiscale Astrocyte Network Calcium Dynamics for Biologically Plausible Intelligence in Anomaly Detection

Berk Iskar, Michael Taynnan Barros

专题命中扩散模型：diffusion(abstract)

2511.03817 2025-11-07 stat.ME math.ST stat.TH 50%

Adaptive Geometric Regression for High-Dimensional Structured Data

Pawel Gajer, Jacques Ravel

专题命中扩散模型：diffusion(abstract)

Comments 35 pages, no figures

2511.03756 2025-11-07 stat.ML cs.LG physics.flu-dyn stat.AP 50%

Bifidelity Karhunen-Loève Expansion Surrogate with Active Learning for Random Fields

Aniket Jivani, Cosmin Safta, Beckett Y. Zhou, Xun Huan

机构 * Department of Mechanical Engineering University of Michigan（机械工程系密歇根大学）； Sandia National Laboratories（沙伊国家实验室）； Guggenheim School of Aerospace Engineering Georgia Institute of Technology（盖茨基金会航空航天工程学院佐治亚理工学院）

专题命中扩散模型：diffusion(abstract)

2511.00955 2025-11-07 cs.NI 50%

Optimizing Energy and Latency in 6G Smart Cities with Edge CyberTwins

Amine Abouaomar, Badr Ben Elallid, Nabil Benamar

专题命中扩散模型：diffusion(abstract)

2509.14912 2025-11-07 cs.SD cs.AI 50%

Back to Ear: Perceptually Driven High Fidelity Music Reconstruction

Kangdi Wang, Zhiyue Wu, Dinghao Zhou, Rui Lin, Junyu Dai, Tao Jiang

机构 * ar-LAB ； initi-AI Ltd（initi-AI有限公司）

专题命中扩散模型：diffusion(abstract)

Comments Check the Code here: https://github.com/Eps-Acoustic-Revolution-Lab/EAR_VAE and Model Weights here: https://huggingface.co/earlab/EAR_VAE

2505.05879 2025-11-07 cond-mat.str-el physics.plasm-ph quant-ph 50%

Quantum Monte Carlo study of the quasiparticle effective mass of the two-dimensional uniform electron liquid

S. Azadi, N. D. Drummond, A. Principi, R. V. Belosludov, M. S. Bahramy

专题命中扩散模型：diffusion(abstract)

Journal ref Phys. Rev. B 112, 075141 (2025)

2309.14637 2025-11-07 astro-ph.GA 50%

SOFIA FEEDBACK Survey: The Pillars of Creation in [C II] and Molecular Lines

Ramsey L. Karim, Marc W. Pound, Alexander G. G. M. Tielens, Maitraiyee Tiwari, Lars Bonne, Mark G. Wolfire, Nicola Schneider, Ümit Kavak, Lee G. Mundy, Robert Simon, Rolf Güsten, Jürgen Stutzki, Friedrich Wyrowski, Netty Honingh

专题命中扩散模型：diffusion(abstract)

Comments 42 pages, 16 figures. Accepted for publication in The Astronomical Journal

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