图像生成

2510.02617 2025-10-06 cs.CV 57%

Input-Aware Sparse Attention for Real-Time Co-Speech Video Generation

Beijia Lu, Ziyi Chen, Jing Xiao, Jun-Yan Zhu

机构 * Carnegie Mellon University（卡内基梅隆大学）； PAII Inc.（PAII公司）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments Project Page: https://beijia11.github.io/IASA

2510.03098 2025-10-06 astro-ph.GA 50%

Deciphering the radio-star formation correlation on kpc scales. IV. Radio halos of highly-inclined Virgo cluster spiral galaxies

B. Vollmer, M. Soida, V. Heesen

专题命中扩散模型：diffusion(abstract)

Comments accepted for publication in A&A

2510.02951 2025-10-06 math.OC 50%

Long-Time Analysis of Stochastic Heavy Ball Dynamics for Convex Optimization and Monotone Equations

Radu Ioan Bot, Chiara Schindler

专题命中扩散模型：diffusion(abstract)

2510.02928 2025-10-06 math.NA cs.NA 50%

Stationarity preserving nodal Finite Element methods for multi-dimensional linear hyperbolic balance laws via a Global Flux quadrature formulation

Wasilij Barsukow, Mario Ricchiuto, Davide Torlo

专题命中扩散模型：diffusion(abstract)

2510.02848 2025-10-06 cs.SD cs.AI 50%

Flamed-TTS: Flow Matching Attention-Free Models for Efficient Generating and Dynamic Pacing Zero-shot Text-to-Speech

Hieu-Nghia Huynh-Nguyen, Huynh Nguyen Dang, Ngoc-Son Nguyen, Van Nguyen

专题命中扩散模型：diffusion(abstract)

2510.02802 2025-10-06 astro-ph.HE 50%

TeV Emission from PSR B1055-52 with HESS: Evidence for a Pulsar Halo

Tina Wach, Alison M. W. Mitchell

专题命中扩散模型：diffusion(abstract)

Comments 8 pages, 3 figures, 2 tables. ICRC 2025 conference procceeding

Journal ref PoS(ICRC2025)874

2510.02757 2025-10-06 stat.ML cs.LG 50%

Neural Jump ODEs as Generative Models

Robert A. Crowell, Florian Krach, Josef Teichmann

机构 * Department of Finance and Risk Engineering（金融与风险工程系）； New York University（纽约大学）； ETH Zurich（苏黎世联邦理工学院）

专题命中扩散模型：diffusion(abstract)

2510.02688 2025-10-06 math-ph cs.NA math.MP math.NA physics.bio-ph 50%

Ohta-Kawasaki Model Reveals Patterns on Multicomponent Vesicles

Wangbo Luo, Zhonghua Qiao, Yanxiang Zhao

专题命中扩散模型：diffusion(abstract)

2510.02647 2025-10-06 hep-ph hep-th 50%

Dispersion Relations and Pole-Skipping in a Holographic Charmonium Model with Rotating Plasma

Luiz F. Ferreira

专题命中扩散模型：diffusion(abstract)

Comments 38 pages, 13 figures

2510.02577 2025-10-06 math-ph math.MP 50%

Surface Wave Solutions in 1D and 2D for the Broer-Kaup-Boussinesq-Kupershmidt (BKBK) System

Darryl D. Holm, Ruiao Hu, Hanchun Wang

专题命中扩散模型：diffusion(abstract)

Comments 18 pages, 1st version

2510.02520 2025-10-06 cs.LG 50%

Graph Generation with Spectral Geodesic Flow Matching

Xikun Huang, Tianyu Ruan, Chihao Zhang, Shihua Zhang

机构 * State Key Laboratory of Mathematical Sciences, Academy of Mathematics and Systems Science, Chinese Academy of Sciences（数学科学国家重点实验室，数学与系统科学研究院，中国科学院）； School of Mathematics Sciences, University of Chinese Academy of Sciences（中国科学院大学数学科学学院）； Key Laboratory of Systems Health Science of Zhejiang Province, School of Life Science, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Chinese Academy of Sciences（浙江省系统健康科学重点实验室，生命科学学院，杭州高等研究院，中国科学院）

专题命中扩散模型：diffusion(abstract)

2510.02499 2025-10-06 stat.ML cs.LG 50%

Beyond Linear Diffusions: Improved Representations for Rare Conditional Generative Modeling

Kulunu Dharmakeerthi, Yousef El-Laham, Henry H. Wong, Vamsi K. Potluru, Changhong He, Taosong He

机构 * University of Chicago（芝加哥大学）； J.P. Morgan AI Research（摩根大通AI研究）； J.P. Morgan Quantitative Research（摩根大通量化研究）

专题命中扩散模型：diffusion(abstract)

2510.02380 2025-10-06 math.OC math.PR 50%

On Convergence Rates of General $N$-Player Stackelberg Games to their Mean Field Limits

Alain Bensoussan, Ziyu Huang, Sheng Wang, Sheung Chi Phillip Yam

专题命中扩散模型：diffusion(abstract)

Comments 48pages

2510.00352 2025-10-06 cs.LG q-bio.BM 50%

AReUReDi: Annealed Rectified Updates for Refining Discrete Flows with Multi-Objective Guidance

Tong Chen, Yinuo Zhang, Pranam Chatterjee

机构 * Department of Computer and Information Science, University of Pennsylvania（计算机与信息科学系，宾夕法尼亚大学）； Centre for Computational Biology, Duke-NUS Medical School, Singapore（计算生物学中心，新加坡国立大学医学学院）； Department of Bioengineering, University of Pennsylvania（生物工程系，宾夕法尼亚大学）

专题命中扩散模型：diffusion(abstract)

2509.20572 2025-10-06 math.CO 50%

Burning games on strong path products

Sally Ambrose, Evan Angelone, Jacob Chen, Daniel Ma, Arturo Ortiz San Miguel, Wraven Watanabe, Stephen Whitcomb, Shanghao Wu

专题命中扩散模型：diffusion(abstract)

Comments 10 pages, 2 figures

2509.11906 2025-10-06 hep-ph 50%

Enhanced Cosmic-Ray Cooling in AGN from Dark Matter Deep Inelastic Scattering

Linjie Li, Chih-Ting Lu, Arvind Kumar Mishra, Liangliang Su, Lei Wu

专题命中扩散模型：diffusion(abstract)

Comments 9 pages, 4 figures

2507.15642 2025-10-06 math.NA cs.NA 50%

Mathematical modeling and sensitivity analysis of hypoxia-activated drugs

Alessandro Coclite, Riccardo Montanelli Eccher, Luca Possenti, Piermario Vitullo, Paolo Zunino

专题命中扩散模型：diffusion(abstract)

2507.06211 2025-10-06 cs.LG 50%

Modern Methods in Associative Memory

Dmitry Krotov, Benjamin Hoover, Parikshit Ram, Bao Pham

机构 * IBM Research（IBM研究院）； MIT（麻省理工学院）； Georgia Tech（佐治亚理工学院）； RPI（罗切斯特理工学院）

专题命中扩散模型：diffusion(abstract)

Comments Tutorial at ICML 2025

2506.10571 2025-10-06 quant-ph 50%

A purely Quantum Generative Modeling through Unitary Scrambling and Collapse

Yihua Li, Jiayi Chen, Tamanna S. Kumavat, Kyriakos Flouris

专题命中扩散模型：diffusion(abstract)

2506.05940 2025-10-06 cs.LG 50%

Exponential Family Variational Flow Matching for Tabular Data Generation

Andrés Guzmán-Cordero, Floor Eijkelboom, Jan-Willem van de Meent

机构 * Vector Institute（向量研究所）； Bosch-Delta Lab（博世-德尔塔实验室）

专题命中扩散模型：diffusion(abstract)

Comments 14 pages, 1 figure, and 9 tables; To be published in the Proceedings of the Forty-Second International Conference on Machine Learning

2410.10487 2025-10-06 physics.optics 50%

Mesoscopic Theory of Wavefront Shaping to Focus Waves inside Disordered Media

B. A. van Tiggelen, A. Lagendijk, Willem L. Vos

专题命中扩散模型：diffusion(abstract)

Journal ref Phys. Rev. A 111, 053507 (2025)

2306.17141 2025-10-06 cs.CV 86%

Filter-Guided Diffusion for Controllable Image Generation

Zeqi Gu, Ethan Yang, Abe Davis

机构 * Cornell University（康奈尔大学）

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

Comments First two listed authors have equal contribution. The latest version has been accepted to SIGGRAPH 2024

2506.00771 2025-10-06 cs.LG cs.AI 50%

Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space

Zitao Chen, Yinjun Jia, Zitong Tian, Wei-Ying Ma, Yanyan Lan

机构 * Institute for AI Industry Research (AIR), Tsinghua University（人工智能产业研究院（AIR），清华大学）； Department of Computer Science and Technology, Tsinghua University（计算机科学与技术系，清华大学）； Qiuzhen College, Tsinghua University（启真学院，清华大学）

专题命中图像修复：inpainting(abstract)

Comments This version (v2) includes minor edits. The paper has been accepted to NeurIPS 2025. Code is available at: https://github.com/MuZhao2333/MolFLAE

2510.02631 2025-10-06 cs.CV 57%

Deep Generative Continual Learning using Functional LoRA: FunLoRA

Victor Enescu, Hichem Sahbi

机构 * Sorbonne University（索邦大学）； CNRS（法国国家科学研究中心）； LIP6（LIP6研究所）

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

2510.02787 2025-10-06 cs.CV 57%

OTR: Synthesizing Overlay Text Dataset for Text Removal

Jan Zdenek, Wataru Shimoda, Kota Yamaguchi

机构 * CyberAgent Tokyo Japan（CyberAgent东京日本）

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

Comments This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in Proceedings of the 33rd ACM International Conference on Multimedia (MM '25), October 27-31, 2025, Dublin, Ireland, https://doi.org/10.1145/3746027.3758297

2510.02654 2025-10-06 cs.CV 70%

Smart-GRPO: Smartly Sampling Noise for Efficient RL of Flow-Matching Models

Benjamin Yu, Jackie Liu, Justin Cui

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

1. 扩散模型 45 篇

Input-Aware Sparse Attention for Real-Time Co-Speech Video Generation

Deciphering the radio-star formation correlation on kpc scales. IV. Radio halos of highly-inclined Virgo cluster spiral galaxies

Long-Time Analysis of Stochastic Heavy Ball Dynamics for Convex Optimization and Monotone Equations

Stationarity preserving nodal Finite Element methods for multi-dimensional linear hyperbolic balance laws via a Global Flux quadrature formulation

Flamed-TTS: Flow Matching Attention-Free Models for Efficient Generating and Dynamic Pacing Zero-shot Text-to-Speech

TeV Emission from PSR B1055-52 with HESS: Evidence for a Pulsar Halo

Neural Jump ODEs as Generative Models

Ohta-Kawasaki Model Reveals Patterns on Multicomponent Vesicles

Dispersion Relations and Pole-Skipping in a Holographic Charmonium Model with Rotating Plasma

Surface Wave Solutions in 1D and 2D for the Broer-Kaup-Boussinesq-Kupershmidt (BKBK) System

Graph Generation with Spectral Geodesic Flow Matching

Beyond Linear Diffusions: Improved Representations for Rare Conditional Generative Modeling

On Convergence Rates of General $N$-Player Stackelberg Games to their Mean Field Limits

AReUReDi: Annealed Rectified Updates for Refining Discrete Flows with Multi-Objective Guidance

Burning games on strong path products

Enhanced Cosmic-Ray Cooling in AGN from Dark Matter Deep Inelastic Scattering

Mathematical modeling and sensitivity analysis of hypoxia-activated drugs

Modern Methods in Associative Memory

A purely Quantum Generative Modeling through Unitary Scrambling and Collapse

Exponential Family Variational Flow Matching for Tabular Data Generation

Mesoscopic Theory of Wavefront Shaping to Focus Waves inside Disordered Media

2. 可控生成 1 篇

Filter-Guided Diffusion for Controllable Image Generation

3. 图像修复 1 篇

Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space

4. 个性化与一致性 1 篇

Deep Generative Continual Learning using Functional LoRA: FunLoRA

5. 图像生成评测 1 篇

OTR: Synthesizing Overlay Text Dataset for Text Removal

6. 效率与蒸馏 1 篇

Smart-GRPO: Smartly Sampling Noise for Efficient RL of Flow-Matching Models