图像生成

2505.17943 2025-11-20 math.AP 50%

Well-posedness and Fingering Patterns in $A + B \rightarrow C$ Reactive Porous Media Flow

Sahil Kundu, Surya Narayan Maharana, Manoranjan Mishra

专题命中扩散模型：diffusion(abstract)

2501.03677 2025-11-20 cond-mat.stat-mech cond-mat.mes-hall physics.app-ph 50%

Extreme-temperature single-particle heat engine

Molly Message, Federico Cerisola, Jonathan D. Pritchett, Katie O'Flynn, Yugang Ren, Muddassar Rashid, Janet Anders, James Millen

专题命中扩散模型：diffusion(abstract)

Journal ref Phys. Rev. Lett. 135, 217101 (2025)

2412.19121 2025-11-20 math.NA cs.NA math.PR 50%

Convergence rate of Euler-Maruyama scheme for McKean-Vlasov SDEs with density-dependent drift

Anh-Dung Le

专题命中扩散模型：diffusion(abstract)

2412.15774 2025-11-20 cond-mat.soft q-bio.TO 50%

Stabilization of active tissue deformation by a dynamic signaling gradient

Muhamet Ibrahimi, Matthias Merkel

专题命中扩散模型：diffusion(abstract)

Comments 18 pages, 7 figures

Journal ref PRX Life 3 (2025) 043013

2405.15871 2025-11-20 cs.LG cs.AI stat.ML 50%

Explaining Time Series Classification Predictions via Causal Attributions

Juan Miguel Lopez Alcaraz, Nils Strodthoff

机构 * IEEE

专题命中扩散模型：diffusion(abstract)

Comments Accepted to IEEE ICTAI 2025. 10 pages, 12 figures. Source code available at: https://github.com/AI4HealthUOL/CausalConceptTS

2404.19499 2025-11-20 math.PR 50%

Well-posedness of McKean-Vlasov SDEs with density-dependent drift

Anh-Dung Le, Stéphane Villeneuve

专题命中扩散模型：diffusion(abstract)

2511.15206 2025-11-20 cs.CR cs.IT math.IT 50%

Trustworthy GenAI over 6G: Integrated Applications and Security Frameworks

Bui Duc Son, Trinh Van Chien, Dong In Kim

专题命中扩散模型：diffusion(abstract)

Comments 8 pages, 5 figures. Submitted for publication

2511.15147 2025-11-20 cond-mat.mtrl-sci cond-mat.str-el 50%

Effects of Interactions and Defect Motion on Ramp Reversal Memory in Locally Phase Separated Materials

Y. Sun, M. Alzate Banguero, P. Salev, Ivan K. Schuller, L. Aigouy, A. Zimmers, E. W. Carlson

专题命中扩散模型：diffusion(abstract)

Comments 13 + 11 pages, 10 + 7 figures, first submitted version before peer-review, accepted by Advanced Electronic Materials

2511.15050 2025-11-20 math.AP 50%

Global Gevrey solution of 3D anisotropic Navier-Stokes system in a strip domain

Wei-Xi Li, Zhan Xu, Ping Zhang

专题命中扩散模型：diffusion(abstract)

Comments 69 pages

2511.14925 2025-11-20 physics.comp-ph cs.NA math.NA 50%

PAS-Net: Physics-informed Adaptive Scale Deep Operator Network

Changhong Mou, Yeyu Zhang, Xuewen Zhu, Qiao Zhuang

专题命中扩散模型：diffusion(abstract)

2511.14807 2025-11-20 eess.IV cs.AI cs.LG 50%

Fully Differentiable dMRI Streamline Propagation in PyTorch

Jongyeon Yoon, Elyssa M. McMaster, Michael E. Kim, Gaurav Rudravaram, Kurt G. Schilling, Bennett A. Landman, Daniel Moyer

机构 * Vanderbilt University（范德比尔特大学）； Vanderbilt University Institute of Imaging Science（范德比尔特大学影像科学研究所）

专题命中扩散模型：diffusion(abstract)

Comments 9 pages, 4 figures. Accepted to SPIE Medical Imaging 2026: Image Processing

2511.14516 2025-11-20 cs.LG 50%

Full-Atom Peptide Design via Riemannian-Euclidean Bayesian Flow Networks

Hao Qian, Shikui Tu, Lei Xu

专题命中扩散模型：diffusion(abstract)

Comments AAAI2026

2509.03475 2025-11-20 math.OC cs.LG eess.IV 50%

Solving Imaging Inverse Problems Using Plug-and-Play Denoisers: Regularization and Optimization Perspectives

Hong Ye Tan, Subhadip Mukherjee, Junqi Tang

机构 * University of Cambridge（剑桥大学）； IIT Kharagpur（印度理工学院哈里科特分校）； University of Birmingham（伯明翰大学）

专题命中扩散模型：diffusion(abstract)

2511.15498 2025-11-20 math.AP 50%

Asymptotic stability of planar entropy wave for 3-d Navier-Stokes equations in Eulerian coordinates

Ren-Jun Duan, Feimin Huang, Rui Li, Lingda Xu

专题命中可控生成：diffusion(abstract)

2402.03292 2025-11-20 cs.LG cs.CV 85%

Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting

Quang-Huy Nguyen, Jin Peng Zhou, Zhenzhen Liu, Khanh-Huyen Bui, Kilian Q. Weinberger, Wei-Lun Chao, Dung D. Le

机构 * The Ohio State University（俄亥俄州立大学）； Cornell University（康奈尔大学）； FPT Software AI Center（FPT软件人工智能中心）； VinUniversity（文理大学）

专题命中图像修复：inpainting(title,abstract)；text-to-image(abstract)；diffusion(abstract)；分类 cs.CV

Comments Accepted in WACV 2026 (Algorithms track)

2509.17654 2025-11-20 cs.CV 83%

Clothing agnostic Pre-inpainting Virtual Try-ON

Sehyun Kim, Hye Jun Lee, Jiwoo Lee, Taemin Lee

机构 * Department of Artificial Intelligence and Software, Kangwon National University（人工智能与软件系，康won国立大学）； Department of Electronic and AI System Engineering, Kangwon National University（电子与人工智能系统工程系，康won国立大学）

专题命中图像修复：inpainting(title,abstract)；diffusion(abstract)；分类 cs.CV

Comments Github : https://github.com/DevChoco/CAP-VTON

2505.19873 2025-11-20 cs.CV cs.NA math.NA 57%

Deep Spectral Prior

Yanqi Cheng, Xuxiang Zhao, Tieyong Zeng, Pietro Lio, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero

机构 * University of Cambridge（剑桥大学）； Qiuzhen College, Tsinghua University（清华大学求真学院）； The Chinese University of Hong Kong（香港中文大学）； YMSC, Tsinghua University（清华大学数学科学中心）

专题命中图像修复：inpainting(abstract)；分类 cs.CV

2511.15038 2025-11-20 cs.SD cs.AI eess.AS 50%

Aligning Generative Music AI with Human Preferences: Methods and Challenges

Dorien Herremans, Abhinaba Roy

专题命中个性化与一致性：diffusion(abstract)

Comments Accepted at the AAAI-2026 Senior Member Track

2511.15499 2025-11-20 cs.CV 57%

Learning to Expand Images for Efficient Visual Autoregressive Modeling

学习扩展图像以实现高效的视觉自回归建模

Ruiqing Yang, Kaixin Zhang, Zheng Zhang, Shan You, Tao Huang

机构 * University of Electronic Science and Technology of China（电子科技大学）； School of Computer Science and Engineering, Central South University（中南大学计算机科学与工程学院）； Xidian University（西安电子科技大学）； SenseTime Research（商汤科技研究院）； Shanghai Jiao Tong University（上海交通大学）

专题命中效率与蒸馏：image generation(abstract)；分类 cs.CV

AI总结本文提出EAR模型，通过中心向外的生成方式提升视觉自回归模型的效率与生成质量，实现保真度与效率的最佳平衡。

Comments 16 pages, 18 figures, includes appendix with additional visualizations, submitted as arXiv preprint

2511.15042 2025-11-20 cond-mat.mtrl-sci 50%

Integrating Atomic Scale Catalyst Design with Transport Engineering for Stable and Efficient CO2 Electrolysis to CO in a Membrane Electrode Assembly

Zahra Teimouri, Mahtab Masouminia, Ashkan Irannezhad, Reza Eslami, Joseph Deering, Navid Noor, Shunquan Tan, Amirhossein Foroozan, Shayan Angizi, Sung-Fu Hun, Drew Higgins

专题命中效率与蒸馏：diffusion(abstract)

Comments 32 pages, 7 figures

1. 扩散模型 41 篇

Well-posedness and Fingering Patterns in $A + B \rightarrow C$ Reactive Porous Media Flow

Extreme-temperature single-particle heat engine

Convergence rate of Euler-Maruyama scheme for McKean-Vlasov SDEs with density-dependent drift

Stabilization of active tissue deformation by a dynamic signaling gradient

Explaining Time Series Classification Predictions via Causal Attributions

Well-posedness of McKean-Vlasov SDEs with density-dependent drift

Trustworthy GenAI over 6G: Integrated Applications and Security Frameworks

Effects of Interactions and Defect Motion on Ramp Reversal Memory in Locally Phase Separated Materials

Global Gevrey solution of 3D anisotropic Navier-Stokes system in a strip domain

PAS-Net: Physics-informed Adaptive Scale Deep Operator Network

Fully Differentiable dMRI Streamline Propagation in PyTorch

Full-Atom Peptide Design via Riemannian-Euclidean Bayesian Flow Networks

Solving Imaging Inverse Problems Using Plug-and-Play Denoisers: Regularization and Optimization Perspectives

2. 可控生成 1 篇

Asymptotic stability of planar entropy wave for 3-d Navier-Stokes equations in Eulerian coordinates

3. 图像修复 3 篇

Detecting Out-of-Distribution Objects through Class-Conditioned Inpainting

Clothing agnostic Pre-inpainting Virtual Try-ON

Deep Spectral Prior

4. 个性化与一致性 1 篇

Aligning Generative Music AI with Human Preferences: Methods and Challenges

5. 效率与蒸馏 2 篇

Learning to Expand Images for Efficient Visual Autoregressive Modeling

Integrating Atomic Scale Catalyst Design with Transport Engineering for Stable and Efficient CO2 Electrolysis to CO in a Membrane Electrode Assembly