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。

2025-10-23 至 2025-10-23 共收录 34 篇信号源：cs.CV, cs.GR, cs.MM

1. 扩散模型 34 篇

2507.09984 2025-10-23 cs.CV 83%

Latent Diffusion Models with Masked AutoEncoders

Junho Lee, Jeongwoo Shin, Hyungwook Choi, Joonseok Lee

机构 * Seoul National University（首尔国立大学）

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

2503.01872 2025-10-23 cs.LG cs.AI cs.CV 83%

FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance

Mintong Kang, Vinayshekhar Bannihatti Kumar, Shamik Roy, Abhishek Kumar, Sopan Khosla, Balakrishnan Murali Narayanaswamy, Rashmi Gangadharaiah

机构 * UIUC（伊利诺伊大学）； AWS AI Labs（亚马逊AI实验室）

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

Comments EMNLP 2025 Main Conference (Camera Ready)

2510.19022 2025-10-23 cs.CV 79%

MoAlign: Motion-Centric Representation Alignment for Video Diffusion Models

Aritra Bhowmik, Denis Korzhenkov, Cees G. M. Snoek, Amirhossein Habibian, Mohsen Ghafoorian

机构 * University of Amsterdam（阿姆斯特丹大学）； Qualcomm AI Research（高通AI研究）

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

2506.13579 2025-10-23 cs.LG cs.AI cs.CL cs.CV 79%

Flexible-length Text Infilling for Discrete Diffusion Models

Andrew Zhang, Anushka Sivakumar, Chiawei Tang, Chris Thomas

机构 * Department of Computer Science（计算机科学系）

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

Comments Major edit of methodology section. Matches EMNLP camera-ready version

2506.07634 2025-10-23 eess.AS cs.MM 79%

SongBloom: Coherent Song Generation via Interleaved Autoregressive Sketching and Diffusion Refinement

Chenyu Yang, Shuai Wang, Hangting Chen, Wei Tan, Jianwei Yu, Haizhou Li

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

Comments Accepted by NeurIPS2025

2504.10483 2025-10-23 cs.CV cs.LG 79%

REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers

Xingjian Leng, Jaskirat Singh, Yunzhong Hou, Zhenchang Xing, Saining Xie, Liang Zheng

机构 * Australian National University（澳大利亚国立大学）； Data61 CSIRO（Data61澳大利亚联邦科学与工业研究组织）； New York University（纽约大学）

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

2510.19376 2025-10-23 cs.LG math.OC 78%

Optimization Benchmark for Diffusion Models on Dynamical Systems

Fabian Schaipp

机构 * Inria（法国国家信息与自动化技术研究所）； École Normale Supérieure（巴黎高等师范大学）； PSL Research University（巴黎综合理工学院）

专题命中扩散模型：diffusion(title,abstract)

2510.19202 2025-10-23 cs.LG cs.AI 78%

An Active Diffusion Neural Network for Graphs

Mengying Jiang

专题命中扩散模型：diffusion(title,abstract)

2510.19128 2025-10-23 cs.RO cs.AI 78%

A Cross-Environment and Cross-Embodiment Path Planning Framework via a Conditional Diffusion Model

Mehran Ghafarian Tamizi, Homayoun Honari, Amir Mehdi Soufi Enayati, Aleksey Nozdryn-Plotnicki, Homayoun Najjaran

机构 * Computer Engineering Department, University of Victoria（维多利亚大学计算机工程系）； Mila-Quebec AI Institute（魁北克AI研究院）； Mechanical Engineering Department, University of Victoria（维多利亚大学机械工程系）

专题命中扩散模型：diffusion(title,abstract)

Comments 20 pages, 9 figures

2510.17245 2025-10-23 cs.IR 78%

On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders

Wenyu Mao, Jiancan Wu, Guoqing Hu, Zhengyi Yang, Wei Ji, Xiang Wang

专题命中扩散模型：diffusion(title,abstract)

2510.08666 2025-10-23 cs.CL cs.AI 78%

dInfer: An Efficient Inference Framework for Diffusion Language Models

Yuxin Ma, Lun Du, Lanning Wei, Kun Chen, Qian Xu, Kangyu Wang, Guofeng Feng, Guoshan Lu, Lin Liu, Xiaojing Qi, Xinyuan Zhang, Zhen Tao, Haibo Feng, Ziyun Jiang, Ying Xu, Zenan Huang, Yihong Zhuang, Haokai Xu, Jiaqi Hu, Zhenzhong Lan, Junbo Zhao, Jianguo Li, Da Zheng

机构 * Ant Group（蚂蚁集团）； Zhejiang University（浙江大学）； Westlake University（西湖大学）； Renmin University of China（中国人民大学）； University of Chinese Academy of Sciences（中国科学院大学）； Shanghai Jiao Tong University（上海交通大学）

专题命中扩散模型：diffusion(title,abstract)

2508.14657 2025-10-23 physics.plasm-ph 78%

Phase space transport, quasilinear diffusion and locality in phase velocity

Didier Bénisti

专题命中扩散模型：diffusion(title,abstract)

2505.18495 2025-10-23 cs.LG 78%

Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking

Chen-Hao Chao, Wei-Fang Sun, Hanwen Liang, Chun-Yi Lee, Rahul G. Krishnan

机构 * University of Toronto, Vector Institute（多伦多大学、向量研究所）； NVIDIA AI Technology Center（NVIDIA人工智能技术中心）； National Taiwan University（国立台湾大学）

专题命中扩散模型：diffusion(title,abstract)

Comments Published at NeurIPS 2025. Project Page: https://chen-hao-chao.github.io/mdm-prime

2505.11309 2025-10-23 q-bio.NC stat.ML 78%

Decomposing stimulus-specific sensory neural information via diffusion models

Steeve Laquitaine, Simone Azeglio, Carlo Paris, Ulisse Ferrari, Matthew Chalk

专题命中扩散模型：diffusion(title,abstract)

Comments Steeve Laquitaine and Simone Azeglio have equal contributions; Ulisse Ferrari and Matthew Chalk have equal senior contributions

2503.06691 2025-10-23 math.PR math.ST stat.TH 78%

Limit Theorems for One-Dimensional Homogenized Diffusion Processes

Jaroslav I. Borodavka, Sebastian Krumscheid

专题命中扩散模型：diffusion(title,abstract)

Comments 30 pages

2502.05625 2025-10-23 cs.LG 78%

Training-Free Constrained Generation With Stable Diffusion Models

Stefano Zampini, Jacob K. Christopher, Luca Oneto, Davide Anguita, Ferdinando Fioretto

机构 * Polytechnic of Turin（都灵理工大学）； University of Virginia（弗吉尼亚大学）； University of Genoa（热那亚大学）

专题命中扩散模型：diffusion(title,abstract)

Comments Spotlight at the 39th Conference on Neural Information Processing Systems (NeurIPS 2025)

2501.13133 2025-10-23 cs.LG cs.AI 78%

Graph Representation Learning with Diffusion Generative Models

Daniel Wesego

专题命中扩散模型：diffusion(title,abstract)

2412.17394 2025-10-23 physics.flu-dyn physics.comp-ph 78%

AeroDiT: Diffusion Transformers for Reynolds-Averaged Navier-Stokes Simulations of Airfoil Flows

Chunyang Wang, Biyue Pan, Zhibo Dai, Yudi Cai, Yuhao Ma, Hao Zheng, Dixia Fan, Hui Xiang

专题命中扩散模型：diffusion(title,abstract)

2401.09714 2025-10-23 math.NA cs.NA 78%

Robust virtual element methods for coupled stress-assisted diffusion problems

Rekha Khot, Andres E. Rubiano, Ricardo Ruiz-Baier

专题命中扩散模型：diffusion(title,abstract)

Journal ref SIAM Journal on Scientific Computing, 47(1):A497-A526, 2025

2510.09549 2025-10-23 cond-mat.dis-nn quant-ph 71%

Disorder-Induced Anomalous Diffusion in a 3D Spin Network

Andrew Stasiuk, Garrett Heller, Lance Berkey, Bo Xing, Paola Cappellaro

专题命中扩散模型：diffusion(title)

Comments 7 pages, 1 figure main text

2507.15268 2025-10-23 cs.AI cs.MA 71%

IM-Chat: A Multi-agent LLM Framework Integrating Tool-Calling and Diffusion Modeling for Knowledge Transfer in Injection Molding Industry

Junhyeong Lee, Joon-Young Kim, Heekyu Kim, Inhyo Lee, Seunghwa Ryu

专题命中扩散模型：diffusion(title)

2510.02266 2025-10-23 cs.CV cs.HC 57%

NeuroSwift: A Lightweight Cross-Subject Framework for fMRI Visual Reconstruction of Complex Scenes

Shiyi Zhang, Dong Liang, Yihang Zhou

机构 * Department of Electronic and Electrical Engineering, Southern University of Science and Technology（电子与电气工程系，南方科技大学）； Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Journal ref ACM Multimedia Asia (MMAsia), 2025

2506.06407 2025-10-23 cs.CR cs.AI cs.LG cs.MM 57%

TimeWak: Temporal Chained-Hashing Watermark for Time Series Data

Zhi Wen Soi, Chaoyi Zhu, Fouad Abiad, Aditya Shankar, Jeroen M. Galjaard, Huijuan Wang, Lydia Y. Chen

机构 * University of Neuchâtel（讷伊大学）； Delft University of Technology（代尔夫特理工大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.MM

2411.13022 2025-10-23 eess.IV cs.AI cs.CV cs.LG 57%

Fast MRI for All: Bridging Access Gaps by Training without Raw Data

Yaşar Utku Alçalar, Merve Gülle, Mehmet Akçakaya

机构 * University of Minnesota（明尼苏达大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments Neural Information Processing Systems (NeurIPS), 2025 (Spotlight)

2410.05051 2025-10-23 cs.CV cs.RO 57%

ComDrive: Comfort-Oriented End-to-End Autonomous Driving

Junming Wang, Xingyu Zhang, Zebin Xing, Songen Gu, Xiaoyang Guo, Yang Hu, Ziying Song, Qian Zhang, Xiaoxiao Long, Wei Yin

机构 * Horizon Robotics ； University of Hong Kong（香港大学）； University of the Chinese Academy of Sciences（中国科学院大学）； Nanjing University（南京大学）； Beijing Jiaotong University（北京交通大学）

专题命中扩散模型：diffusion(abstract)；分类 cs.CV

Comments IROS 2025

2510.19743 2025-10-23 cs.CY cs.HC 50%

Cultural Dimensions of Artificial Intelligence Adoption: Empirical Insights for Wave 1 from a Multinational Longitudinal Pilot Study

Michelle J. Cummings-Koether, Franziska Durner, Theophile Shyiramunda, Matthias Huemmer

专题命中扩散模型：diffusion(abstract)

2510.19192 2025-10-23 math.OC 50%

Topology optimization for microfluidic mixers by a phase field method

Zongyuan Liu, Jiajie Li, Shengfeng Zhu

专题命中扩散模型：diffusion(abstract)

Comments 22 pages, 17 figures

2510.06293 2025-10-23 cs.LG cs.AI 50%

BlockGPT: Spatio-Temporal Modelling of Rainfall via Frame-Level Autoregression

Cristian Meo, Varun Sarathchandran, Avijit Majhi, Shao Hung, Carlo Saccardi, Ruben Imhoff, Roberto Deidda, Remko Uijlenhoet, Justin Dauwels

机构 * LatentWorlds AI TUDelft（LatentWorlds AI 德累斯顿理工大学）； TUDelft（德累斯顿理工大学）； Deltares ； University of Cagliari（卡利亚里大学）

专题命中扩散模型：diffusion(abstract)

2509.23165 2025-10-23 eess.IV 50%

Untangling Vascular Trees for Surgery and Interventional Radiology

Guillaume Houry, Tom Boeken, Stéphanie Allassonnière, Jean Feydy

专题命中扩散模型：diffusion(abstract)

Journal ref Proceedings of Medical Image Computing and Computer Assisted Intervention -- MICCAI 2025, Springer Nature Switzerland, volume LNCS 15968, pages 669 -- 679

2508.06098 2025-10-23 cs.SD cs.AI 50%

MeanAudio: Fast and Faithful Text-to-Audio Generation with Mean Flows

Xiquan Li, Junxi Liu, Yuzhe Liang, Zhikang Niu, Wenxi Chen, Xie Chen

机构 * MoE Key Lab of Artificial Intelligence, X-LANCE Lab Department of Computer Science, Shanghai Jiao Tong University, China（人工智能MoE实验室、X-LANCE实验室计算机科学系、上海交通大学）； SJTU Paris Elite Institute of Technology, Shanghai Jiao Tong University, China（上海交通大学巴黎精英技术学院）

专题命中扩散模型：diffusion(abstract)

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