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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。

2025-09-26 至 2025-09-26 共收录 33 篇信号源：cs.CV, cs.GR, cs.MM

1. 扩散模型 33 篇

2505.15809 2025-09-26 cs.CV 85%

MMaDA: Multimodal Large Diffusion Language Models

Ling Yang, Ye Tian, Bowen Li, Xinchen Zhang, Ke Shen, Yunhai Tong, Mengdi Wang

机构 * Princeton University（普林斯顿大学）； Peking University（北京大学）； Tsinghua University（清华大学）； ByteDance Seed（字节跳动种子）

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

Comments NeurIPS 2025. Project: https://github.com/Gen-Verse/MMaDA

2509.20927 2025-09-26 cs.CV 79%

SimDiff: Simulator-constrained Diffusion Model for Physically Plausible Motion Generation

Akihisa Watanabe, Jiawei Ren, Li Siyao, Yichen Peng, Erwin Wu, Edgar Simo-Serra

机构 * Waseda University（早稻田大学）； Nanyang Technological University（南洋理工大学）； Institute of Science Tokyo（东京科学研究所）

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

2503.04127 2025-09-26 cs.CV 79%

Diff-Reg v2: Diffusion-Based Matching Matrix Estimation for Image Matching and 3D Registration

Qianliang Wu, Haobo Jiang, Yaqing Ding, Lei Luo, Jun Li, Jin Xie, Xiaojun Wu, Jian Yang

机构 * PCA Lab, Key Lab of Intelligent Perception and Systems for High-Dimensional Information of Ministry of Education, School of Computer Science and Engineering, Nanjing University of Science and Technology（PCA实验室、教育部高维信息智能感知与系统重点实验室、计算机科学与工程学院、南京理工大学）； Nanyang Technological University（南洋理工大学）； Visual Recognition Group, Faculty of Electrical Engineering, Czech Technical University in Prague（视觉识别组、电气工程学院、布拉格捷克技术大学）； School of Artificial Intelligence and Computer Science, Jiangnan University（人工智能与计算机科学学院、江南大学）

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

Comments arXiv admin note: text overlap with arXiv:2403.19919

2509.21316 2025-09-26 math.NA cs.NA 78%

Two ADI compact difference methods for variable-exponent diffusion wave equations

Hao Zhang, Kexin Li, Wenlin Qiu

专题命中扩散模型：diffusion(title,abstract)

2509.21015 2025-09-26 stat.ME cs.NA math.NA 78%

Unbiased Parameter Estimation of Partially Observed Diffusions using Diffusion Bridges

Miguel Alvarez, Ajay Jasra

专题命中扩散模型：diffusion(title,abstract)

2509.20891 2025-09-26 cs.SD 78%

AIBA: Attention-based Instrument Band Alignment for Text-to-Audio Diffusion

Junyoung Koh, Soo Yong Kim, Gyu Hyeong Choi, Yongwon Choi

机构 * Department of Artificial Intelligence, Yonsei University（人工智能系，延世大学）； MAAP LAB, MODULABS（MODULABS 音频实验室）； KRAFTON ； AI Matics ； Department of Media Software, Sungkyul University（媒体软件系，松谷大学）

专题命中扩散模型：diffusion(title,abstract)

Comments NeurIPS 2025 AI for Music Workshop

2509.20822 2025-09-26 cs.LG 78%

T2I-Diff: fMRI Signal Generation via Time-Frequency Image Transform and Classifier-Free Denoising Diffusion Models

Hwa Hui Tew, Junn Yong Loo, Yee-Fan Tan, Xinyu Tang, Hernando Ombao, Fuad Noman, Raphael C. -W. Phan, Chee-Ming Ting

机构 * School of Information Technology, Monash University Malaysia（莫纳什大学马来西亚分校信息科技学院）； Statistics Program, King Abdullah University of Science and Technology（国王阿卜杜勒阿齐兹大学科学与技术学院统计项目）

专题命中扩散模型：diffusion(title,abstract)

Comments Accepted at the 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2025)

2509.20668 2025-09-26 quant-ph 78%

Quantum Algorithm for Subcellular Multiscale Reaction-Diffusion Systems

Margot Lockwood, Nathan Wiebe, Connah Johnson, Johannes Mülmenstädt, Jaehun Chun, Gregory Schenter, Margaret S. Cheung, Xiangyu Li

专题命中扩散模型：diffusion(title,abstract)

2509.20570 2025-09-26 cs.LG cs.AI cs.CE cs.SY eess.SY 78%

PIRF: Physics-Informed Reward Fine-Tuning for Diffusion Models

Mingze Yuan, Pengfei Jin, Na Li, Quanzheng Li

机构 * Harvard University（哈佛大学）； Massachusetts General Hospital（麻省总医院）

专题命中扩散模型：diffusion(title,abstract)

Comments 18 pages, 6 figures; NeurIPS 2025 AI for science workshop

2509.20542 2025-09-26 cs.CE q-bio.BM 78%

A Hierarchical Adaptive Diffusion Model for Flexible Protein-Protein Docking

Rujie Yin, Yang Shen

专题命中扩散模型：diffusion(title,abstract)

2509.20511 2025-09-26 cs.LG eess.SP math.OC 78%

A Recovery Theory for Diffusion Priors: Deterministic Analysis of the Implicit Prior Algorithm

Oscar Leong, Yann Traonmilin

机构 * University of California, Los Angeles（加州大学洛杉矶分校）； University of Bordeaux（波尔多大学）

专题命中扩散模型：diffusion(title,abstract)

2509.17094 2025-09-26 cond-mat.mtrl-sci cs.AI cs.LG 78%

DiffSyn: A Generative Diffusion Approach to Materials Synthesis Planning

Elton Pan, Soonhyoung Kwon, Sulin Liu, Mingrou Xie, Alexander J. Hoffman, Yifei Duan, Thorben Prein, Killian Sheriff, Yuriy Roman-Leshkov, Manuel Moliner, Rafael Gomez-Bombarelli, Elsa Olivetti

机构 * Instituto de Tecnología Química, Universitat Politècnica de València-Consejo Superior de Investigaciones Científicas（化学技术研究所，瓦伦西亚理工大学-西班牙高等科学研究理事会）

专题命中扩散模型：diffusion(title,abstract)

2508.13148 2025-09-26 cs.LG 78%

MDPO: Overcoming the Training-Inference Divide of Masked Diffusion Language Models

Haoyu He, Katrin Renz, Yong Cao, Andreas Geiger

机构 * University of Tübingen（图宾根大学）； Tübingen AI Center（图宾根人工智能中心）

专题命中扩散模型：diffusion(title,abstract)

2505.21851 2025-09-26 cs.RO cs.AI cs.LG 78%

Streaming Flow Policy: Simplifying diffusion/flow-matching policies by treating action trajectories as flow trajectories

Sunshine Jiang, Xiaolin Fang, Nicholas Roy, Tomás Lozano-Pérez, Leslie Pack Kaelbling, Siddharth Ancha

机构 * Massachusetts Institute of Technology（麻省理工学院）

专题命中扩散模型：diffusion(title,abstract)

Comments Conference on Robot Learning (CoRL) 2025

2502.05571 2025-09-26 math-ph math.MP 78%

Laplacian Eigenfunction-Based Neural Operator for Learning Nonlinear Reaction-Diffusion Dynamics

Jindong Wang, Wenrui Hao

专题命中扩散模型：diffusion(title,abstract)

2301.02728 2025-09-26 econ.TH 78%

Diffusion in dynamic networks with time-varying inputs to allocate responsibility

Rosa van den Ende, Dylan Laplace Mermoud

专题命中扩散模型：diffusion(title,abstract)

2509.21086 2025-09-26 cs.CV 57%

UniTransfer: Video Concept Transfer via Progressive Spatial and Timestep Decomposition

Guojun Lei, Rong Zhang, Chi Wang, Tianhang Liu, Hong Li, Zhiyuan Ma, Weiwei Xu

机构 * State Key Lab of CAD&CG, Zhejiang University（浙江大学计算机辅助设计与图形学国家重点实验室）； Tsinghua University（清华大学）； Zhejiang Gongshang University（浙江工商大学）； Beihang University（北航大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments NeuriIPS 2025

2507.17651 2025-09-26 cs.CV 57%

CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts

Olaf Dünkel, Artur Jesslen, Jiahao Xie, Christian Theobalt, Christian Rupprecht, Adam Kortylewski

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments ICCV 2025. Project page: https://genintel.github.io/CNS

2506.07020 2025-09-26 cs.GR 57%

CrossGen: Learning and Generating Cross Fields for Quad Meshing

Qiujie Dong, Jiepeng Wang, Rui Xu, Cheng Lin, Yuan Liu, Shiqing Xin, Zichun Zhong, Xin Li, Changhe Tu, Taku Komura, Leif Kobbelt, Scott Schaefer, Wenping Wang

专题命中扩散模型：diffusion(abstract)；分类 cs.GR

Comments SIGGRAPH Asia 2025 Journal Track; Project page: https://qiujiedong.github.io/publications/CrossGen/

2412.18907 2025-09-26 cs.AI cs.CV cs.RO 57%

EC-Diffuser: Multi-Object Manipulation via Entity-Centric Behavior Generation

Carl Qi, Dan Haramati, Tal Daniel, Aviv Tamar, Amy Zhang

机构 * UT Austin（得克萨斯大学）； Technion, Israel Institute of Technology（技术学院，以色列技术学院）； Brown University（布朗大学）； Meta AI

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

2411.00827 2025-09-26 cs.CV cs.AI 57%

IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves

Ruofan Wang, Juncheng Li, Yixu Wang, Bo Wang, Xiaosen Wang, Yan Teng, Yingchun Wang, Xingjun Ma, Yu-Gang Jiang

机构 * Fudan University（复旦大学）； Huawei Technologies Ltd.（华为技术有限公司）； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

2506.04712 2025-09-26 cs.LG cs.AI 56%

UNO: Unlearning via Orthogonalization in Generative models

Pinak Mandal, Georg A. Gottwald

机构 * University of Sydney（悉尼大学）

专题命中扩散模型：diffusion(abstract,comments)

Comments Code update, diffusion transformers

2509.21022 2025-09-26 cs.LG 50%

Actor-Critic without Actor

Donghyeon Ki, Hee-Jun Ahn, Kyungyoon Kim, Byung-Jun Lee

机构 * Korea University（韩国大学）； Gauss Labs Inc.（Gauss实验室）

专题命中扩散模型：diffusion(abstract)

2509.21018 2025-09-26 math.AP 50%

Graphical Willmore Problems with Low-Regularity Boundary and Dirichlet Data

Boris Gulyak

专题命中扩散模型：diffusion(abstract)

2509.20952 2025-09-26 cs.LG cs.AI 50%

Flow Matching in the Low-Noise Regime: Pathologies and a Contrastive Remedy

Weili Zeng, Yichao Yan

机构 * MoE Key Lab of Artificial Intelligence（人工智能摩尔实验室）； AI Institute（人工智能研究院）； Shanghai Jiao Tong University（上海交通大学）

专题命中扩散模型：diffusion(abstract)

2509.20827 2025-09-26 cond-mat.soft 50%

Topological Catenation-induced Pore Size in 2D Olympic Network

Wenbo Zhao, Guojie Zhang, Hong Liu

专题命中扩散模型：diffusion(abstract)

2509.20768 2025-09-26 cs.LG cs.AI 50%

Measuring LLM Sensitivity in Transformer-based Tabular Data Synthesis

Maria F. Davila R, Azizjon Turaev, Wolfram Wingerath

专题命中扩散模型：diffusion(abstract)

Comments 12 pages, 7 figures

2508.05691 2025-09-26 cs.CR cs.AI cs.LG 50%

AuthPrint: Fingerprinting Generative Models Against Malicious Model Providers

Kai Yao, Marc Juarez

机构 * School of Informatics, University of Edinburgh（信息学院，爱丁堡大学）

专题命中扩散模型：diffusion(abstract)

Comments Code: https://github.com/PSMLab/authprint

2506.06721 2025-09-26 cond-mat.mes-hall cond-mat.mtrl-sci cond-mat.str-el physics.comp-ph 50%

Electronic structure and transport in materials with flat bands: 2D materials and quasicrystals

Guy Trambly de Laissardière, Somepalli Venkateswarlu, Ahmed Missaoui, Ghassen Jemaï, Khouloud Chika, Javad Vahedi, Omid Faizy Namarvar, Jean-Pierre Julien, Andreas Honecker, Laurence Magaud, Jouda Jemaa Khabthani, Didier Mayou

专题命中扩散模型：diffusion(abstract)

Comments review

Journal ref Physica E 175 (2026) 116362

2410.13253 2025-09-26 cs.LG 50%

Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting

Jintao Zhang, Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Daoyu Wang

机构 * State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China（认知智能国家重点实验室，中国科学技术大学）

专题命中扩散模型：diffusion(abstract)

Journal ref Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence 2025, Main Track

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