图像生成

2401.09962 2025-10-29 cs.CV 57%

CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects

Zhao Wang, Aoxue Li, Lingting Zhu, Yong Guo, Qi Dou, Zhenguo Li

机构 * Department of Computer Science and Engineering, The Chinese University of Hong Kong（计算机科学与工程系，香港中文大学）； Huawei Noah Ark’s Lab（华为诺亚实验室）； Department of Statistics and Actuarial Science, The University of Hong Kong（统计与精算系，香港大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments IEEE TMM 2025

2510.24622 2025-10-29 astro-ph.GA astro-ph.HE 50%

The Impact of Cosmic Ray Transport on the $γ$-Ray Luminosity of Diffuse Gas

Roark Habegger, Mateusz Ruszkowski, Ellen G. Zweibel

专题命中扩散模型：diffusion(abstract)

Comments 22 pages, 13 Figures. Submitted to ApJ. Comments welcome!

2412.10800 2025-10-29 math.NA cs.NA math.PR 50%

Boundary-preserving weak approximation for some semilinear stochastic partial differential equations

Johan Ulander

专题命中扩散模型：diffusion(abstract)

Comments 39 pages, 3 figures

2510.24146 2025-10-29 physics.flu-dyn 50%

Assessment of modern shock capturing schemes for all-speed flows in the OpenFOAM framework

Anurag Adityanarayan Ray, Sreejita Bhaduri, Swetarka Das, Ashoke De

专题命中扩散模型：diffusion(abstract)

2510.24055 2025-10-29 cs.RO cs.LG 50%

Language-Conditioned Representations and Mixture-of-Experts Policy for Robust Multi-Task Robotic Manipulation

Xiucheng Zhang, Yang Jiang, Hongwei Qing, Jiashuo Bai

机构 * Xiucheng Zhang（未知）； Yang Jiang（未知）； Jiashuo Bai（未知）

专题命中扩散模型：diffusion(abstract)

Comments 8 pages

2510.23985 2025-10-29 stat.ML cs.LG cs.NA math.NA 50%

Score-based constrained generative modeling via Langevin diffusions with boundary conditions

Adam Nordenhög, Akash Sharma

机构 * Institute for Analysis and Scientific Computing, TU Wien（维也纳技术大学分析与科学计算研究所）； Department of Mathematical Sciences, Chalmers University of Technology and the University of Gothenburg（查尔姆斯理工大学数学科学系）

专题命中扩散模型：diffusion(abstract)

2510.23940 2025-10-29 cs.LG cs.AI 50%

Modeling Biological Multifunctionality with Echo State Networks

Anastasia-Maria Leventi-Peetz, Jörg-Volker Peetz, Kai Weber, Nikolaos Zacharis

机构 * Department of Informatics & Computer Engineering, Internet Computing and Cloud Technologies Lab, University of West Attica（信息与计算机工程系，互联网计算与云计算技术实验室，西阿提卡大学）

专题命中扩散模型：diffusion(abstract)

Comments 26 pages, 17 figures, 6 tables, 23 references

2510.23801 2025-10-29 cond-mat.mtrl-sci physics.app-ph 50%

Stress in chromium thin films deposited by DC magnetron sputtering on grounded cupper and stainless-steel substrate holders

M. D. Medina, H. I. Giron, K. Paucar, A. Talledo, B. R. Pujada

专题命中扩散模型：diffusion(abstract)

Comments 8 pages, 4 figures, Meeting of Physics (Peru)

2510.23667 2025-10-29 cs.LG cs.AI cs.CE 50%

Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization

Amin Heyrani Nobari, Lyle Regenwetter, Cyril Picard, Ligong Han, Faez Ahmed

机构 * Massachusetts Institute of Technology（麻省理工学院）； Red Hat AI, MIT-IBM Watson AI Lab（红帽AI，MIT-IBM沃森人工智能实验室）

专题命中扩散模型：diffusion(abstract)

2510.23645 2025-10-29 cs.SI 50%

Global YouTube Trending Dataset (2022-2025): Three Years of Platform-Curated, Cross-National Trends in Digital Culture

Alexandre Goncalves, Yee Man Margaret Ng

专题命中扩散模型：diffusion(abstract)

2502.10786 2025-10-29 cs.LG q-bio.QM stat.ML 50%

Epidemic-guided deep learning for spatiotemporal forecasting of Tuberculosis outbreak

Madhab Barman, Madhurima Panja, Nachiketa Mishra, Tanujit Chakraborty

机构 * SAFIR, Sorbonne University Abu Dhabi（SAFIR，索邦大学阿布扎赫德分校）； IIITDM Kancheepuram（IIITDM 凯纳普尔姆）； Sorbonne Center for Artificial Intelligence（索邦人工智能中心）

专题命中扩散模型：diffusion(abstract)

Journal ref Machine Learning, 2025, Volume: 114

2502.03056 2025-10-29 math.PR q-bio.PE 50%

A two-size Wright--Fisher model: asymptotic analysis via uniform renewal theory

Gerold Alsmeyer, Fernando Cordero, Hannah Dopmeyer

专题命中扩散模型：diffusion(abstract)

Comments 28 pages, 7 figures; final and accepted revision

2501.01095 2025-10-29 physics.ins-det 50%

A Comprehensive Monte Carlo Simulation Tool on Electron Transport in Noble Gases and Liquids

Lei Cao, Guofu Cao, Yan Fan, Zhilong Hou, Yongsheng Huang, Tao Liu, Fengjiao Luo, Hankun Ma, Xilei Sun, Xiangming Sun, Jingbo Ye, Weixi Zhang

专题命中扩散模型：diffusion(abstract)

2411.11093 2025-10-29 eess.SY cs.SY 50%

Dynamic Dimensioning of Frequency Containment Reserves: The Case of the Nordic Grid

Jöbke Janssen, Alessandro Zocca, Bert Zwart, Jalal Kazempour

专题命中扩散模型：diffusion(abstract)

Comments 12 pages, 12 figures, Accepted for publication at IEEE Transactions on Power Systems

2409.01606 2025-10-29 math.PR 50%

Uniform in Time Propagation of Chaos for Mean Field Particle System with Interacting Noise and Partially Dissipative Drifts

Xing Huang

专题命中扩散模型：diffusion(abstract)

Comments 18 pages

2405.07227 2025-10-29 math.AP 50%

Improved convergence rates for the Hele-Shaw limit in the presence of confining potentials

Noemi David, Alpár R. Mészáros, Filippo Santambrogio

专题命中扩散模型：diffusion(abstract)

Comments 27 pages; to appear in J. Éc. polytech. Math

2509.16691 2025-10-29 cs.CV 85%

InstanceAssemble: Layout-Aware Image Generation via Instance Assembling Attention

Qiang Xiang, Shuang Sun, Binglei Li, Dejia Song, Huaxia Li, Nemo Chen, Xu Tang, Yao Hu, Junping Zhang

专题命中可控生成：image generation(title,abstract)；diffusion(abstract)；image synthesis(abstract)；分类 cs.CV

Comments Accepted in NeurIPS 2025

2510.24093 2025-10-29 cs.CV 70%

OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation

Agus Gunawan, Samuel Teodoro, Yun Chen, Soo Ye Kim, Jihyong Oh, Munchurl Kim

机构 * KAIST（韩国科学技术院）； Adobe Research（Adobe研究院）； Chung-Ang University（Chung-Ang 大学）

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

Comments The first two authors contributed equally to this work. The last two authors are co-corresponding authors

2501.15806 2025-10-29 cs.RO math.OC 50%

Autonomous Horizon-based Asteroid Navigation With Observability-constrained Maneuvers

Aditya Arjun Anibha, Kenshiro Oguri

专题命中可控生成：image generation(abstract)

Comments 52 pages, 18 figures, published in the Journal of the Astronautical Sciences

Journal ref J Astronaut Sci 72, 56 (2025)

2510.24140 2025-10-29 math.OC cs.NA math.NA 50%

Variable Projected Augmented Lagrangian Methods for Generalized Lasso Problems

Stefano Aleotti, Davide Bianchi, Florian Bossmann, Riley Yizhou Chen, Matthias Chung

专题命中图像修复：inpainting(abstract)

2505.22820 2025-10-29 cs.LG cs.AI econ.TH stat.ML 50%

Preference Learning with Response Time: Robust Losses and Guarantees

Ayush Sawarni, Sahasrajit Sarmasarkar, Vasilis Syrgkanis

专题命中图像生成评测：diffusion(abstract)

Comments Accepted at NeurIPS 2025

2510.24474 2025-10-29 cs.CV 57%

Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling

Kyungmin Lee, Sihyun Yu, Jinwoo Shin

机构 * KAIST（韩国科学技术院）

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

2510.24211 2025-10-29 cs.CV 57%

MC-SJD : Maximal Coupling Speculative Jacobi Decoding for Autoregressive Visual Generation Acceleration

Junhyuk So, Hyunho Kook, Chaeyeon Jang, Eunhyeok Park

机构 * Department of Computer Science（计算机科学系）； Graduate School of Artificial Intelligence, POSTECH, South Korea（人工智能研究生院，POSTECH，韩国）

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

2510.23977 2025-10-29 cs.LG cs.CV 57%

Synergistic Neural Forecasting of Air Pollution with Stochastic Sampling

Yohan Abeysinghe, Muhammad Akhtar Munir, Sanoojan Baliah, Ron Sarafian, Fahad Shahbaz Khan, Yinon Rudich, Salman Khan

机构 * Mohamed bin Zayed University of Artificial Intelligence（莫德尔·本·扎耶德人工智能大学）； Weizmann Institute of Science（魏兹曼科学研究所）； Linköping University（林雪平大学）； Australian National University（澳大利亚国立大学）

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

2510.23700 2025-10-29 astro-ph.HE 50%

Shock Acceleration in the Intracluster Medium: Implications of Micromirror Confinement

Rebecca Diesing, Ludwig Böss, Damiano Caprioli

专题命中效率与蒸馏：diffusion(abstract)

Comments 10 pages, 5 figures, submitted to ApJ

2510.03095 2025-10-29 cs.LG cs.AI stat.ML 50%

Distilled Protein Backbone Generation

Liyang Xie, Haoran Zhang, Zhendong Wang, Wesley Tansey, Mingyuan Zhou

机构 * The University of Texas at Austin（德克萨斯大学奥斯汀分校）； The Memorial Sloan Kettering Cancer Center（纪念斯隆凯特林癌症中心）

专题命中效率与蒸馏：diffusion(abstract)

Comments PyTorch implementation: https://github.com/LY-Xie/SiD_Protein

1. 扩散模型 40 篇

CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects

The Impact of Cosmic Ray Transport on the $γ$-Ray Luminosity of Diffuse Gas

Boundary-preserving weak approximation for some semilinear stochastic partial differential equations

Assessment of modern shock capturing schemes for all-speed flows in the OpenFOAM framework

Language-Conditioned Representations and Mixture-of-Experts Policy for Robust Multi-Task Robotic Manipulation

Score-based constrained generative modeling via Langevin diffusions with boundary conditions

Modeling Biological Multifunctionality with Echo State Networks

Stress in chromium thin films deposited by DC magnetron sputtering on grounded cupper and stainless-steel substrate holders

Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization

Global YouTube Trending Dataset (2022-2025): Three Years of Platform-Curated, Cross-National Trends in Digital Culture

Epidemic-guided deep learning for spatiotemporal forecasting of Tuberculosis outbreak

A two-size Wright--Fisher model: asymptotic analysis via uniform renewal theory

A Comprehensive Monte Carlo Simulation Tool on Electron Transport in Noble Gases and Liquids

Dynamic Dimensioning of Frequency Containment Reserves: The Case of the Nordic Grid

Uniform in Time Propagation of Chaos for Mean Field Particle System with Interacting Noise and Partially Dissipative Drifts

Improved convergence rates for the Hele-Shaw limit in the presence of confining potentials

2. 可控生成 3 篇

InstanceAssemble: Layout-Aware Image Generation via Instance Assembling Attention

OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation

Autonomous Horizon-based Asteroid Navigation With Observability-constrained Maneuvers

3. 图像修复 1 篇

Variable Projected Augmented Lagrangian Methods for Generalized Lasso Problems

4. 图像生成评测 1 篇

Preference Learning with Response Time: Robust Losses and Guarantees

5. 效率与蒸馏 5 篇

Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling

MC-SJD : Maximal Coupling Speculative Jacobi Decoding for Autoregressive Visual Generation Acceleration

Synergistic Neural Forecasting of Air Pollution with Stochastic Sampling

Shock Acceleration in the Intracluster Medium: Implications of Micromirror Confinement

Distilled Protein Backbone Generation