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视觉与机器人

图像生成

图像生成、文生图、图像编辑、扩散模型和可控生成。

2025-10-14 至 2025-10-14 共收录 108 篇信号源：cs.CV, cs.GR, cs.MM

1. 扩散模型 78 篇

2505.01354 2025-10-14 math.AP 71%

Gradient estimates for an orthotropic nonlinear diffusion equation in the Heisenberg group

Michele Circelli

专题命中扩散模型：diffusion(title)

2510.11566 2025-10-14 cs.RO cs.CV 57%

SCOOP'D: Learning Mixed-Liquid-Solid Scooping via Sim2Real Generative Policy

Kuanning Wang, Yongchong Gu, Yuqian Fu, Zeyu Shangguan, Sicheng He, Xiangyang Xue, Yanwei Fu, Daniel Seita

机构 * Fudan University（复旦大学）； University of Southern California（南加州大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments Project page is at https://scoopdiff.github.io/

2510.02300 2025-10-14 cs.LG cs.AI cs.CV 57%

Equilibrium Matching: Generative Modeling with Implicit Energy-Based Models

Runqian Wang, Yilun Du

机构 * MIT（麻省理工学院）； Harvard University（哈佛大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

2510.11107 2025-10-14 cs.CV 57%

MoMaps: Semantics-Aware Scene Motion Generation with Motion Maps

Jiahui Lei, Kyle Genova, George Kopanas, Noah Snavely, Leonidas Guibas

机构 * Google DeepMind（谷歌DeepMind）； University of Pennsylvania（宾夕法尼亚大学）； Google（谷歌）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments Accepted at ICCV 2025, project page: https://jiahuilei.com/projects/momap/

2506.08793 2025-10-14 cs.CV eess.IV 57%

A PDE-Based Image Dehazing Method via Atmospheric Scattering Theory

Liubing Hu, Pu Wang, Guangwei Gao, Chunyan Wang, Zhuoran Zheng

机构 * School of Engineering, Zhejiang Normal University（浙江师范大学工程学院）； School of Mathematics, Shandong University（山东大学数学学院）； Institute of Advanced Technology, Nanjing University of Posts and Telecommunications（南京邮电大学先进技术研究所）； Department of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院）； School of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments report

2510.09848 2025-10-14 cs.CV 57%

Cell Instance Segmentation: The Devil Is in the Boundaries

Peixian Liang, Yifan Ding, Yizhe Zhang, Jianxu Chen, Hao Zheng, Hongxiao Wang, Yejia Zhang, Guangyu Meng, Tim Weninger, Michael Niemier, X. Sharon Hu, Danny Z Chen

机构 * Department of Computer Science and Engineering, University of Notre Dame（计算机科学与工程系，诺丁汉大学）； Leibniz-Institut für Analytische Wissenschaften–ISAS–e.V.（莱比锡分析科学研究所）； School of Computing and Informatics, University of Louisiana at Lafayette（计算与信息学系，路易斯安那州立大学拉斐特分校）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments Accepted at IEEE Transactions On Medical Imaging (TMI)

2510.09667 2025-10-14 cs.CV cs.RO 57%

OmniSAT: Compact Action Token, Faster Auto Regression

Huaihai Lyu, Chaofan Chen, Senwei Xie, Pengwei Wang, Xiansheng Chen, Shanghang Zhang, Changsheng Xu

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所）； University of Chinese Academy of Sciences（中国科学院大学）； Institute of Computation, Chinese Academy of Sciences（中国科学院计算研究所）； Beijing Academy of Artificial Intelligence（北京人工智能研究院）； Peking University（北京大学）； Peng Cheng Laboratory（鹏城实验室）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

2510.11481 2025-10-14 math.AP 50%

Introduction to quantitative De Giorgi methods

Giovanni Brigati, Clément Mouhot

专题命中扩散模型：diffusion(abstract)

Comments 86 pages, 13 figures

2510.11301 2025-10-14 cs.CR 50%

TDADL-IE: A Deep Learning-Driven Cryptographic Architecture for Medical Image Security

Junhua Zhou, Quanjun Li, Weixuan Li, Guang Yu, Yihua Shao, Yihang Dong, Mengqian Wang, Zimeng Li, Changwei Gong, Xuhang Chen

专题命中扩散模型：diffusion(abstract)

Comments Accepted By BIBM 2025

2510.11245 2025-10-14 cs.LG eess.SP 50%

Learning the Structure of Connection Graphs

Leonardo Di Nino, Gabriele D'Acunto, Sergio Barbarossa, Paolo Di Lorenzo

专题命中扩散模型：diffusion(abstract)

2510.11023 2025-10-14 math.NA cs.NA 50%

Parareal in time and spectral in space fast L1 quasilinear subdiffusion solver

Josefa Caballero, Łukasz Płociniczak, Kishin Sadarangani

专题命中扩散模型：diffusion(abstract)

2510.10857 2025-10-14 physics.flu-dyn physics.comp-ph 50%

A model for transport of soluble surfactants in two-phase flows

Suhas S. Jain

专题命中扩散模型：diffusion(abstract)

Comments 22 pages, 14 figures, submitted to journal

2510.10775 2025-10-14 cs.LG 50%

Structure Over Signal: A Globalized Approach to Multi-relational GNNs for Stock Prediction

Amber Li, Aruzhan Abil, Juno Marques Oda

机构 * Columbia University（哥伦比亚大学）

专题命中扩散模型：diffusion(abstract)

2510.10739 2025-10-14 cs.LG cs.AI cs.SE 50%

A Stochastic Differential Equation Framework for Multi-Objective LLM Interactions: Dynamical Systems Analysis with Code Generation Applications

Shivani Shukla, Himanshu Joshi

机构 * University of San Francisco（旧金山大学）； Vector Institute for Artificial Intelligence（人工智能向量研究所）

专题命中扩散模型：diffusion(abstract)

Comments Peer-reviewed and accepted to the 39th Conference on Neural Information Processing Systems (NeurIPS 2025) DynaFront 2025 Workshop (https://sites.google.com/view/dynafrontneurips25)

2510.10668 2025-10-14 math.NA cs.NA 50%

Novel superconvergence and ultraconvergence structures for the finite volume element method

Xiang Wang, Yuqing Zhang, Zhimin Zhang

专题命中扩散模型：diffusion(abstract)

2510.10571 2025-10-14 math.AP math-ph math.MP 50%

Determining nonlinear balance laws in product-type domains by a single local passive boundary observation

Chaohua Duan, Hongyu Liu, Qingle Meng, Li Wang

专题命中扩散模型：diffusion(abstract)

Comments 39 pages, 8 figures

2510.10483 2025-10-14 cs.LG physics.comp-ph 50%

Gradient Enhanced Self-Training Physics-Informed Neural Network (gST-PINN) for Solving Nonlinear Partial Differential Equations

Narayan S Iyer, Bivas Bhaumik, Ram S Iyer, Satyasaran Changdar

专题命中扩散模型：diffusion(abstract)

2510.09459 2025-10-14 cs.RO cs.AI cs.LG 50%

Failure Prediction at Runtime for Generative Robot Policies

Ralf Römer, Adrian Kobras, Luca Worbis, Angela P. Schoellig

专题命中扩散模型：diffusion(abstract)

Comments Project page: https://tum-lsy.github.io/fiper_website. 33 pages, 12 figures. Accepted to NeurIPS 2025

2509.04237 2025-10-14 astro-ph.CO 50%

Axion-Photon Conversion In Magnetized Universe: Impact On The Global 21-cm Signal

Pravin Kumar Natwariya, Vivekanand Mohapatra, Hriditi Howlader

专题命中扩散模型：diffusion(abstract)

Comments 16 pages, 5 figures. Accepted for publication in IJMPD

Journal ref International Journal of Modern Physics D (2025)

2502.07722 2025-10-14 math.NA cs.NA 50%

A BDDC Preconditioner for the Cardiac EMI Model in three Dimensions

Fritz Goebel, Ngoc Mai Monica Huynh, Fatemeh Chegini, Luca Pavarino, Martin Weiser, Simone Scacchi, Hartwig Anzt

专题命中扩散模型：diffusion(abstract)

2401.08352 2025-10-14 math.NA cs.NA 50%

Automated solver selection for simulation of multiphysics processes in porous media

Yury Zabegaev, Eirik Keilegavlen, Einar Iversen, Inga Berre

专题命中扩散模型：diffusion(abstract)

Comments 22 pages, 14 figures

Journal ref Comput. Methods Appl. Mech. Eng., 426 (2024) 117031

2005.02754 2025-10-14 math.OC math.AP 50%

Shape Sensitivity Analysis for a Microchannel Cooling System

Sebastian Blauth, Christian Leithäuser, René Pinnau

专题命中扩散模型：diffusion(abstract)

Journal ref J. Math. Anal. Appl. 492(2), 2020

2510.10210 2025-10-14 math.NA cs.NA 50%

Finite element analysis of a nonlinear heat Equation with damping and pumping effects

Rishabh Shukla, Wasim Akram, Manil T. Mohan

专题命中扩散模型：diffusion(abstract)

2510.10024 2025-10-14 math.AP 50%

The eigentheory for nonlocal cooperative-advective system and its role in the study of free boundary system for directional epidemic models

Soufiane Bentout, Hoang-Hung Vo

专题命中扩散模型：diffusion(abstract)

2510.09960 2025-10-14 cond-mat.mtrl-sci 50%

Nitrogen-Triggered Amorphization Enables High-Performance Solid-State Electrolytes

Bolong Hong, Lei Gao, Bingkai Zhang, Pengfei Nan, Ruishan Zhang, Yuhang Li, Zhihao Lei, Ming Liu, Jing Wu, Longbang Di, Haijin Ni, Songbai Han, Jinlong Zhu

专题命中扩散模型：diffusion(abstract)

Comments 31 pages, 5 figures

2510.09914 2025-10-14 cs.LG cs.AI q-bio.QM 50%

Augmenting generative models with biomedical knowledge graphs improves targeted drug discovery

Aditya Malusare, Vineet Punyamoorty, Vaneet Aggarwal

机构 * Edwardson School of Industrial Engineering and the Institute of Cancer Research, Purdue University（埃德沃兹工业工程学院和癌症研究所，普渡大学）； Elmore Family School of Electrical and Computer Engineering, Purdue University（埃尔摩家庭电气与计算机工程学院，普渡大学）

专题命中扩散模型：diffusion(abstract)

Comments This paper has been accepted for publication in the IEEE Transactions on Artificial Intelligence, October 2025

2510.09784 2025-10-14 cs.LG cond-mat.stat-mech q-bio.QM 50%

Combined Representation and Generation with Diffusive State Predictive Information Bottleneck

Richard John, Yunrui Qiu, Lukas Herron, Pratyush Tiwary

机构 * Department of Physics（物理系）； Institute for Physical Science and Technology（物理科学与技术研究院）； Institute for Health Computing（健康计算研究院）； Biophysics Program（生物物理项目）； Department of Chemistry and Biochemistry（化学与生物化学系）； University of Maryland（马里兰大学）

专题命中扩散模型：diffusion(abstract)

2510.09638 2025-10-14 physics.geo-ph 50%

Intelligent Prediction and Optimization of Open-Hole Wellbore Multiphysics Stability: A Synergistic PINN-DRL Approach

Yu Song, Zehua Song, Jin Yang, Kejin Chen, Kun Jiang, Jizhou Tang

专题命中扩散模型：diffusion(abstract)

Comments 29 pages, 22 figures

2412.20287 2025-10-14 cond-mat.stat-mech cond-mat.soft 50%

Boundary layers, transport and universal distribution in boundary driven active systems

Pritha Dolai, Arghya Das

专题命中扩散模型：diffusion(abstract)

Comments 34 pages, 10 figures

Journal ref SciPost Phys. 19, 088 (2025)

2. 可控生成 8 篇

2510.11346 2025-10-14 cs.CV cs.AI 79%

Uncertainty-Aware ControlNet: Bridging Domain Gaps with Synthetic Image Generation

Joshua Niemeijer, Jan Ehrhardt, Heinz Handels, Hristina Uzunova

机构 * German Aerospace Center (DLR)（德国航空航天中心）； University of Lübeck（吕贝克大学）； German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心）

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

Comments Accepted for presentation at ICCV Workshops 2025, "The 4th Workshop on What is Next in Multimodal Foundation Models?" (MMFM)

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