图像生成

2510.20552 2025-10-24 math.PR cond-mat.stat-mech math-ph math.MP 50%

Beneath the kinetic interpretation of noise

Carlos Escudero, Helder Rojas

专题命中扩散模型：diffusion(abstract)

2510.20471 2025-10-24 math.PR cs.NA math.AP math.DS math.FA math.NA 50%

Stochastic evolution equations with nonlinear diffusivity, recent progress and critical cases

Ioana Ciotir, Dan Goreac, Jonas M. Tölle

专题命中扩散模型：diffusion(abstract)

Comments 14 pages, 75 references

2510.20410 2025-10-24 astro-ph.EP 50%

A Stochastic Parameterization of Non-Orographic Gravity Waves Induced Mixing for Mars Planetary Climate Model

Jiandong Liu, Ehouarn Millour, François Forget, François Lott, Jean-Yves Chaufray

专题命中扩散模型：diffusion(abstract)

Comments This paper has been published at JGR-planets

Journal ref JGR-planets 130 (2025)

2510.20346 2025-10-24 cond-mat.dis-nn physics.optics 50%

Nonergodic extended phase for waves in three dimensions

Marcus Prado, Romain Bachelard, Robin Kaiser, Felipe A. Pinheiro

专题命中扩散模型：diffusion(abstract)

2510.20210 2025-10-24 cs.SD 50%

Vox-Evaluator: Enhancing Stability and Fidelity for Zero-shot TTS with A Multi-Level Evaluator

Hualei Wang, Na Li, Chuke Wang, Shu Wu, Zhifeng Li, Dong Yu

专题命中扩散模型：diffusion(abstract)

Comments 10 pages, 5 figures

2510.20148 2025-10-24 cs.LG math.DS physics.med-ph 50%

Understanding Mechanistic Role of Structural and Functional Connectivity in Tau Propagation Through Multi-Layer Modeling

Tingting Dan, Xinwei Huang, Jiaqi Ding, Yinggang Zheng, Guorong Wu

机构 * University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校）； Tongji University（同济大学）

专题命中扩散模型：diffusion(abstract)

Comments 42 pages, 14 figures, 64 references

2510.20141 2025-10-24 stat.ML cs.LG 50%

Compositional Generation for Long-Horizon Coupled PDEs

Somayajulu L. N. Dhulipala, Deep Ray, Nicholas Forman

专题命中扩散模型：diffusion(abstract)

2510.15382 2025-10-24 cs.LG cs.AI cs.RO 50%

Towards Robust Zero-Shot Reinforcement Learning

Kexin Zheng, Lauriane Teyssier, Yinan Zheng, Yu Luo, Xianyuan Zhan

机构 * The Chinese University of Hong Kong（香港中文大学）； Tsinghua University（清华大学）； Huawei Noah’s Ark Lab（华为诺亚实验室）； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室）

专题命中扩散模型：diffusion(abstract)

Comments Neurips 2025, 29 pages, 19 figures

2509.06863 2025-10-24 cs.LG cs.AI 50%

floq: Training Critics via Flow-Matching for Scaling Compute in Value-Based RL

Bhavya Agrawalla, Michal Nauman, Khush Agrawal, Aviral Kumar

机构 * Carnegie Mellon University（卡内基梅隆大学）； University of Warsaw（华沙大学）

专题命中扩散模型：diffusion(abstract)

Comments Added new experiments, fixed typos. Code -- https://github.com/CMU-AIRe/floq

2506.13668 2025-10-24 cond-mat.dis-nn 50%

Viscosity, breakdown of Stokes-Einstein relation and dynamical heterogeneity in supercooled liquid Ge$_2$Sb$_2$Te$_5$ from simulations with a neural network potential

Simone Marcorini, Rocco Pomodoro, Omar Abou El Kheir, Marco Bernasconi

专题命中扩散模型：diffusion(abstract)

Comments Copyright (2025) Simone Marcorini, et al.;Viscosity, breakdown of Stokes-Einstein relation, and dynamical heterogeneity in supercooled liquid Ge$_2$Sb$_2$Te$_5$ from simulations with a neural network potential. J. Chem. Phys. 163, 154501 (2025). This article is distributed under a Creative Commons Attribution (CC BY) License

Journal ref J. Chem. Phys. 163, 154501 (2025)

2506.00926 2025-10-24 hep-th 50%

Simple holographic dual of the Maxwell-Cattaneo model & the fate of KMS symmetry for non-hydrodynamic modes

Yongjun Ahn, Matteo Baggioli, Yanyan Bu, Masataka Matsumoto, Xiyang Sun

专题命中扩散模型：diffusion(abstract)

Comments v2: matching the published version

Journal ref Phys. Rev. D 112, 086013, Published 22 October, 2025

2412.20984 2025-10-24 cs.LG 50%

Pareto-Optimal Energy Alignment for Designing Nature-Like Antibodies

Yibo Wen, Chenwei Xu, Jerry Yao-Chieh Hu, Kaize Ding, Han Liu

机构 * Northwestern University（西北大学）

专题命中扩散模型：diffusion(abstract)

Comments 21 pages

2510.19997 2025-10-24 cs.SE cs.AI 50%

A Framework for the Adoption and Integration of Generative AI in Midsize Organizations and Enterprises (FAIGMOE)

Abraham Itzhak Weinberg

机构 * AI-WEINBERG, AI Experts（AI-WEINBERG人工智能专家）

专题命中扩散模型：diffusion(abstract)

2510.19991 2025-10-24 math.PR math.DG math.ST stat.TH 50%

Geometric Interpretation of Brownian Motion on Riemannian Manifolds

Taeyoung Lee, Gregory S. Chirikjian

专题命中扩散模型：diffusion(abstract)

2503.21536 2025-10-24 cs.LG cond-mat.dis-nn stat.ML 50%

Exploring the Energy Landscape of RBMs: Reciprocal Space Insights into Bosons, Hierarchical Learning and Symmetry Breaking

J. Quetzalcóatl Toledo-Marin, Anindita Maiti, Geoffrey C. Fox, Roger G. Melko

机构 * TRIUMF ； Perimeter Institute for Theoretical Physics（佩里米特理论物理研究所）； University of Virginia（弗吉尼亚大学）； Computer Science and Biocomplexity Institute（计算机科学与生物复杂性研究所）； Department of Physics and Astronomy（物理与天文学系）； University of Waterloo（滑铁卢大学）

专题命中扩散模型：diffusion(abstract)

Comments 19pp, 8figs, research article

Journal ref 2025 Mach. Learn.: Sci. Technol. 6 035030

2510.20385 2025-10-24 cs.CV 70%

Positional Encoding Field

Yunpeng Bai, Haoxiang Li, Qixing Huang

机构 * University of Texas at Austin（德克萨斯大学奥斯汀分校）； Pixocial Technology（Pixocial技术）

专题命中可控生成：diffusion(abstract)；image editing(abstract)；分类 cs.CV

Comments 8 pages, 9 figures

2503.15984 2025-10-24 cs.CV astro-ph.IM cs.AI eess.IV 57%

DIPLI: Deep Image Prior Lucky Imaging for Blind Astronomical Image Restoration

Suraj Singh, Anastasia Batsheva, Oleg Y. Rogov, Ahmed Bouridane

机构 * Skolkovo Institute of Science and Technology（斯克洛夫学院）； AIRI ； College of Computing and Informatics（计算与信息学院）

专题命中图像修复：diffusion(abstract)；分类 cs.CV

Comments 10 pages, 7 figures, 2 tables

2506.16349 2025-10-24 cs.LG cs.AI cs.CR cs.CV 79%

Watermarking Autoregressive Image Generation

Nikola Jovanović, Ismail Labiad, Tomáš Souček, Martin Vechev, Pierre Fernandez

机构 * Meta FAIR ； ETH Zurich

专题命中个性化与一致性：image generation(title,abstract)；分类 cs.CV

Comments NeurIPS 2025

2510.19193 2025-10-24 cs.CV 57%

Video Consistency Distance: Enhancing Temporal Consistency for Image-to-Video Generation via Reward-Based Fine-Tuning

Takehiro Aoshima, Yusuke Shinohara, Byeongseon Park

机构 * LY Corporation（LY公司）

专题命中个性化与一致性：diffusion(abstract)；分类 cs.CV

Comments 17 pages

2510.20586 2025-10-24 cs.CV 88%

GenColorBench: A Color Evaluation Benchmark for Text-to-Image Generation Models

Muhammad Atif Butt, Alexandra Gomez-Villa, Tao Wu, Javier Vazquez-Corral, Joost Van De Weijer, Kai Wang

机构 * Computer Vision Center, Spain（西班牙计算机视觉中心）； Computer Sciences Department, Universitat Autònoma de Barcelona, Spain（西班牙巴塞罗那自治大学计算机科学系）； Program of Computer Science, City University of Hong Kong (Dongguan)（香港城市大学（东莞）计算机科学项目）； City University of Hong Kong（香港城市大学）

专题命中图像生成评测：image generation(title,abstract)；text-to-image(title,abstract)；分类 cs.CV

2510.20708 2025-10-24 cs.CV cs.RO 79%

ALICE-LRI: A General Method for Lossless Range Image Generation for Spinning LiDAR Sensors without Calibration Metadata

Samuel Soutullo, Miguel Yermo, David L. Vilariño, Óscar G. Lorenzo, José C. Cabaleiro, Francisco F. Rivera

专题命中图像生成评测：image generation(title,abstract)；分类 cs.CV

2505.13358 2025-10-24 cs.LG cs.AI 78%

One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling

Nimrod Berman, Ilan Naiman, Moshe Eliasof, Hedi Zisling, Omri Azencot

机构 * Ben-Gurion University of the Negev（贝加尔-贡利亚大学）； University of Cambridge（剑桥大学）

专题命中效率与蒸馏：diffusion(title,abstract)

2510.20349 2025-10-24 cs.LG cs.CV 57%

Synthetic Data for Robust Runway Detection

Estelle Chigot, Dennis G. Wilson, Meriem Ghrib, Fabrice Jimenez, Thomas Oberlin

机构 * Fédération ENAC ISAE-SUPAERO ONERA（法国ENAC联合会ISAE-SUPAERO ONERA）； Université de Toulouse（图卢兹大学）； Airbus（空客）

专题命中其他图像生成：image generation(abstract)；分类 cs.CV

Journal ref Computer Analysis of Images and Patterns. CAIP 2025. Lecture Notes in Computer Science, vol 15621. Springer, Cham

1. 扩散模型 42 篇

Beneath the kinetic interpretation of noise

Stochastic evolution equations with nonlinear diffusivity, recent progress and critical cases

A Stochastic Parameterization of Non-Orographic Gravity Waves Induced Mixing for Mars Planetary Climate Model

Nonergodic extended phase for waves in three dimensions

Vox-Evaluator: Enhancing Stability and Fidelity for Zero-shot TTS with A Multi-Level Evaluator

Understanding Mechanistic Role of Structural and Functional Connectivity in Tau Propagation Through Multi-Layer Modeling

Compositional Generation for Long-Horizon Coupled PDEs

Towards Robust Zero-Shot Reinforcement Learning

floq: Training Critics via Flow-Matching for Scaling Compute in Value-Based RL

Viscosity, breakdown of Stokes-Einstein relation and dynamical heterogeneity in supercooled liquid Ge$_2$Sb$_2$Te$_5$ from simulations with a neural network potential

Simple holographic dual of the Maxwell-Cattaneo model & the fate of KMS symmetry for non-hydrodynamic modes

Pareto-Optimal Energy Alignment for Designing Nature-Like Antibodies

A Framework for the Adoption and Integration of Generative AI in Midsize Organizations and Enterprises (FAIGMOE)

Geometric Interpretation of Brownian Motion on Riemannian Manifolds

Exploring the Energy Landscape of RBMs: Reciprocal Space Insights into Bosons, Hierarchical Learning and Symmetry Breaking

2. 可控生成 1 篇

Positional Encoding Field

3. 图像修复 1 篇

DIPLI: Deep Image Prior Lucky Imaging for Blind Astronomical Image Restoration

4. 个性化与一致性 2 篇

Watermarking Autoregressive Image Generation

Video Consistency Distance: Enhancing Temporal Consistency for Image-to-Video Generation via Reward-Based Fine-Tuning

5. 图像生成评测 2 篇

GenColorBench: A Color Evaluation Benchmark for Text-to-Image Generation Models

ALICE-LRI: A General Method for Lossless Range Image Generation for Spinning LiDAR Sensors without Calibration Metadata

6. 效率与蒸馏 1 篇

One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling

7. 其他图像生成 1 篇

Synthetic Data for Robust Runway Detection