图像生成

Physics-informed deep learning and compressive collocation for high-dimensional diffusion-reaction equations: practical existence theory and numerics

Simone Brugiapaglia, Nick Dexter, Samir Karam, Weiqi Wang

机构 * Department of Mathematics and Statistics（数学与统计学系） ； Concordia University（康科迪亚大学） ； Department of Scientific Computing（科学计算系） ； Florida State University（佛罗里达州立大学） ； Department of Physics & Astronomy（物理与天文学系） ； University of Victoria（维多利亚大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Theoretical analysis of a two-dimensional bilayer convection-diffusion-reaction-source problem

Guillermo Federico Umbricht, Diana Rubio, Domingo Alberto Tarzia

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 28 Pages, 11 Figures, 2 Tables, 1 Appendice

Journal ref International Journal of Thermal Sciences 220 (2026), 110381

A space-fractional reaction-diffusion system with cylindrical symmetry

Dimiter Prodanov

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 6 pages; 6 figures

Analytically Optimising Muon Diffusion Experiments with Fisher information

Alex Sampson, Peter J. Baker, Lucas Wilkins, John M. Wilkinson

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 8 pages, 3 figures, Submitted to Journal of Physics: Conference Series (under review)

Informed Correctors for Discrete Diffusion Models

Yixiu Zhao, Jiaxin Shi, Feng Chen, Shaul Druckmann, Lester Mackey, Scott Linderman

机构 * Stanford University（斯坦福大学） ； Google DeepMind（谷歌DeepMind） ； Microsoft Research New England（微软研究院新英格兰分部） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Visual Bridge: Universal Visual Perception Representations Generating

Yilin Gao, Shuguang Dou, Junzhou Li, Zhiheng Yu, Yin Li, Dongsheng Jiang, Shugong Xu

专题命中 扩散模型 ：image generation(abstract)；text-to-image(abstract)；diffusion(abstract)；分类 cs.CV

Comments Accepted by AAAI2026

Twist and Compute: The Cost of Pose in 3D Generative Diffusion

Kyle Fogarty, Jack Foster, Boqiao Zhang, Jing Yang, Cengiz Öztireli

机构 * University of Cambridge（剑桥大学） 纠错

专题命中 扩散模型 ：diffusion(title)；分类 cs.CV

Comments Accepted to EurIPS 2025 Workshop on Principles of Generative Modeling (PriGM)

Towards Understanding the Mechanisms of Classifier-Free Guidance

Xiang Li, Rongrong Wang, Qing Qu

机构 * Department of EECS, University of Michigan（电子工程与计算机科学系，密歇根大学） ； Department of CMSE and Mathematics, Michigan State University（计算机科学与工程系及数学系，密歇根州立大学） 纠错

专题命中 扩散模型 ：image generation(abstract)；diffusion(abstract)；分类 cs.CV

NERVE: Neighbourhood & Entropy-guided Random-walk for training free open-Vocabulary sEgmentation

Kunal Mahatha, Jose Dolz, Christian Desrosiers

机构 * LIVIA, ÉTS Montréal, Canada（LIVIA，ÉTS蒙特利尔，加拿大） ； International Laboratory on Learning Systems (ILLS), McGILL - ETS - MILA - CNRS - Université Paris-Saclay - CentraleSupélec, Canada（学习系统国际实验室（ILLS），麦吉尔大学－ÉTS－MILA－CNRS－巴黎-萨克雷大学－中央超导大学，加拿大） 纠错

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

KPLM-STA: Physically-Accurate Shadow Synthesis for Human Relighting via Keypoint-Based Light Modeling

Xinhui Yin, Qifei Li, Yilin Guo, Hongxia Xie, Xiaoli Zhang

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

Multi-modal Deepfake Detection and Localization with FPN-Transformer

Chende Zheng, Ruiqi Suo, Zhoulin Ji, Jingyi Deng, Fangbin Yi, Chenhao Lin, Chao Shen

机构 * Xi’an Jiaotong University（西安交通大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images

Ke Li, Di Wang, Ting Wang, Fuyu Dong, Yiming Zhang, Luyao Zhang, Xiangyu Wang, Shaofeng Li, Quan Wang

专题命中 扩散模型 ：diffusion(abstract)；分类 cs.CV

Comments This work is accepted by AAAI 2026

Coarse-graining Algorithms for the Eulerian-Lagrangian Simulation of Particle-laden Flows

H. Eshraghi, E. Amani, M. Saffar-Avval

专题命中 扩散模型 ：diffusion(abstract)

Comments The preprint submitted to Journal of Computational Physics

Journal ref Journal of Computational Physics, Volume 493, 15 November 2023, 112461

Clustering Guided Residual Neural Networks for Multi-Tx Localization in Molecular Communications

Ali Sonmez, Erencem Ozbey, Efe Feyzi Mantaroglu, H. Birkan Yilmaz

机构 * NETLAB, Department of Computer Engineering, Bogazici University, Istanbul（NETLAB，计算机工程系，博雅大学，伊斯坦布尔） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments 5 pages, 4 figures, 3 tables

Phase behaviour and dynamical features of a two-dimensional binary mixture of active/passive spherical particles

Diego Rogel Rodriguez, Francisco Alarcon, Raul Martinez, Jorge Ramirez, Chantal Valeriani

专题命中 扩散模型 ：diffusion(abstract)

Journal ref Soft Matter, 2020,16, 1162

Human Motion Intent Inferencing in Teleoperation Through a SINDy Paradigm

Michael Bowman, Xiaoli Zhang

专题命中 扩散模型 ：diffusion(abstract)

Comments Open source software and video examples here: https://github.com/namwob44/Psychic

A unified clasification of Liouville properties and nontrivial solution for fractional elliptic equations with general Hénon-type superquadratic and gradient growth

Hoang-Hung Vo

专题命中 扩散模型 ：diffusion(abstract)

Measuring FPUT thermalization with Toda integrals

Helen Christodoulidi, Sergej Flach

专题命中 扩散模型 ：diffusion(abstract)

Comments This article has been accepted for publication in Chaos, AIP Publishing

Persistently Non-Gaussian Metastable Liquids

Vinay Vaibhav, Tamoghna Das, Suman Dutta

专题命中 扩散模型 ：diffusion(abstract)

Microservices Are Dying, A New Method for Module Division Based on Universal Interfaces

Qing Wang, Yong Zhang

专题命中 扩散模型 ：diffusion(abstract)

Comments 12 pages

Last Hitting Time Distributions for Solvable Diffusions

Giuseppe Campolieti, Yaode Sui

专题命中 扩散模型 ：diffusion(abstract)

Comments Page 65: There was an obvious missing factor in Eq. (4.141) of the previous version

Hallucinations in AlphaFold3 for Intrinsically Disordered Proteins with disorder in Biological Process Residues

Shreya Gopalan, Sundar Narayanan

专题命中 扩散模型 ：diffusion(abstract)

Comments 9 pages, 2 figures

UMind: A Unified Multitask Network for Zero-Shot M/EEG Visual Decoding

Chengjian Xu, Yonghao Song, Zelin Liao, Haochuan Zhang, Qiong Wang, Qingqing Zheng

专题命中 扩散模型 ：diffusion(abstract)

SN 2022xlp: The second-known well-observed, intermediate-luminosity Iax supernova

D. Bánhidi, B. Barna, T. Szalai, J. Vinkó, I. B. Bíró, K. A. Bostroem, I. Csányi, K. W. Davis, R. J. Foley, L. Galbany, S. W. Jha, D. A. Howell, L. A. Kwok, A. Pál, C. Pellegrino, C. Rojas-Bravo, P. Székely, K. Taggart, G. Terreran, S. Tinyanont

专题命中 扩散模型 ：diffusion(abstract)

Journal ref A&A 703, A64 (2025)

Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations

Kazi Ashik Islam, Zakaria Mehrab, Mahantesh Halappanavar, Henning Mortveit, Sridhar Katragadda, Jon Derek Loftis, Stefan Hoops, Madhav Marathe

专题命中 扩散模型 ：diffusion(abstract)

Why do Opinions and Actions Diverge? A Dynamic Framework to Explore the Impact of Subjective Norms

Chen Song, Vladimir Cvetkovic, Rong Su

专题命中 扩散模型 ：diffusion(abstract)

Comments This work has been submitted to the IEEE for possible publication. 12 pages, 12 figures

A Two-Stage System for Layout-Controlled Image Generation using Large Language Models and Diffusion Models

Jan-Hendrik Koch, Jonas Krumme, Konrad Gadzicki

机构 * Cognitive Neuroinformatics University of Bremen（认知神经信息学不莱梅大学） 纠错

专题命中 可控生成 ：diffusion(title,abstract)；image generation(title)；text-to-image(abstract)；image synthesis(abstract)

Comments 12 pages, 5 figures

Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers

Sida Huang, Siqi Huang, Ping Luo, Hongyuan Zhang

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

Comments Accepted by AAAI 2026

CSF-Net: Context-Semantic Fusion Network for Large Mask Inpainting

Chae-Yeon Heo, Yeong-Jun Cho

机构 * Department of Artificial Intelligence Convergence（人工智能融合系） 纠错

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

Comments 8 pages, 5 figures, Accepted to WACV 2026 (to appear)

T-GVC: Trajectory-Guided Generative Video Coding at Ultra-Low Bitrates

Zhitao Wang, Hengyu Man, Wenrui Li, Xingtao Wang, Xiaopeng Fan, Debin Zhao

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