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2025-10-07 至 2025-10-07 共收录 126 篇信号源：cs.CV, cs.GR, cs.MM

1. 扩散模型 98 篇

2507.13934 2025-10-07 cs.CV 79%

DiViD: Disentangled Video Diffusion for Static-Dynamic Factorization

Marzieh Gheisari, Auguste Genovesio

机构 * École Normale Supérieure PSL（巴黎高等师范学院）

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

2507.07510 2025-10-07 cs.CV cs.LG 79%

Divergence Minimization Preference Optimization for Diffusion Model Alignment

Binxu Li, Minkai Xu, Jiaqi Han, Meihua Dang, Stefano Ermon

机构 * Stanford University（斯坦福大学）

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

2505.23444 2025-10-07 cs.CV cs.AI 79%

CryoCCD: Conditional Cycle-consistent Diffusion with Biophysical Modeling for Cryo-EM Synthesis

Runmin Jiang, Genpei Zhang, Yuntian Yang, Siqi Wu, Minhao Wu, Wanyue Feng, Yizhou Zhao, Xi Xiao, Xiao Wang, Tianyang Wang, Xingjian Li, Muyuan Chen, Min Xu

机构 * Carnegie Mellon University（卡内基梅隆大学）； Stanford University（斯坦福大学）； Harvard University（哈佛大学）； University of Alabama at Birmingham（阿拉巴马大学伯明翰分校）； Oak Ridge National Laboratory（橡树岭国家实验室）； University of Liverpool（利物浦大学）

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

2503.07120 2025-10-07 cs.CV cs.LG 79%

FEB-Cache: Frequency-Guided Exposure Bias Reduction for Enhancing Diffusion Transformer Caching

Zhen Zou, Feng Zhao

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

2510.03302 2025-10-07 cs.LG cs.CV 79%

Revoking Amnesia: RL-based Trajectory Optimization to Resurrect Erased Concepts in Diffusion Models

Daiheng Gao, Nanxiang Jiang, Andi Zhang, Shilin Lu, Yufei Tang, Wenbo Zhou, Weiming Zhang, Zhaoxin Fan

机构 * USTC（中国科学技术大学）； Beihang University（北京航空航天大学）； University of Manchester（曼彻斯特大学）； NTU（南洋理工大学）； FYUST（福建师范大学）

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

Comments 21 pages, 10 figures

2510.05090 2025-10-07 cs.CL cs.AI 78%

Finish First, Perfect Later: Test-Time Token-Level Cross-Validation for Diffusion Large Language Models

Runchu Tian, Junxia Cui, Xueqiang Xu, Feng Yao, Jingbo Shang

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）； University of California San Diego（加州大学圣地亚哥分校）

专题命中扩散模型：diffusion(title,abstract)

Comments 17 pages, 8 figures. Work in progress

2510.05040 2025-10-07 cs.LG cs.AI 78%

Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive Experts

Jihoon Lee, Hoyeon Moon, Kevin Zhai, Arun Kumar Chithanar, Anit Kumar Sahu, Soummya Kar, Chul Lee, Souradip Chakraborty, Amrit Singh Bedi

机构 * Yonsei University（延世大学）； Oracle（Oracle公司）； CMU（卡内基梅隆大学）； UMD（马里兰大学）； UCF（佛罗里达大学）

专题命中扩散模型：diffusion(title,abstract)

2510.05036 2025-10-07 cs.LG cs.AI 78%

Graph-Aware Diffusion for Signal Generation

Sergio Rozada, Vimal K. B., Andrea Cavallo, Antonio G. Marques, Hadi Jamali-Rad, Elvin Isufi

机构 * King Juan Carlos University（国王胡安·卡洛斯大学）； Delft University of Technology（代尔夫特理工大学）

专题命中扩散模型：diffusion(title,abstract)

2510.04725 2025-10-07 math.PR math.FA math.MG 78%

Sub-Gaussian heat kernel estimates for reflected diffusion on inner uniform domains

Riku Anttila

专题命中扩散模型：diffusion(title,abstract)

Comments 21 pages, comments are welcome!

2510.02274 2025-10-07 cs.LG 78%

Diffusion^2: Turning 3D Environments into Radio Frequency Heatmaps

Kyoungjun Park, Yifan Yang, Changhan Ge, Lili Qiu, Shiqi Jiang

机构 * The University of Texas at Austin（德克萨斯大学奥斯汀分校）； Microsoft Research（微软研究院）

专题命中扩散模型：diffusion(title,abstract)

2509.19506 2025-10-07 cs.LG 78%

Frame-based Equivariant Diffusion Models for 3D Molecular Generation

Mohan Guo, Cong Liu, Patrick Forré

机构 * University of Amsterdam（阿姆斯特丹大学）； AMLab ； AI4Science Lab（AI4Science实验室）； Korteweg-de Vries Institute for Mathematics University of Amsterdam（Korteweg-de Vries数学研究所阿姆斯特丹大学）

专题命中扩散模型：diffusion(title,abstract)

2508.09138 2025-10-07 cs.CL cs.AI 78%

Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models

Wen Wang, Bozhen Fang, Chenchen Jing, Yongliang Shen, Yangyi Shen, Qiuyu Wang, Hao Ouyang, Hao Chen, Chunhua Shen

机构 * Zhejiang University（浙江大学）； Ant Group（蚂蚁集团）； Zhejiang University of Technology（浙江工业大学）； Stanford University（斯坦福大学）

专题命中扩散模型：diffusion(title,abstract)

Comments Project webpage: https://aim-uofa.github.io/dLLM-MidTruth

2411.08224 2025-10-07 cs.LG 78%

Joint Diffusion models in Continual Learning

Paweł Skierś, Kamil Deja

机构 * Warsaw University of Technology（华沙技术大学）； Research Institute IDEAS（IDEAS研究所）

专题命中扩散模型：diffusion(title,abstract)

2510.04605 2025-10-07 cs.SE 78%

Exploring the Power of Diffusion Large Language Models for Software Engineering: An Empirical Investigation

Jingyao Zhang, Tianlin Li, Xiaoyu Zhang, Qiang Hu, Bin Shi

专题命中扩散模型：diffusion(title,abstract)

2510.04583 2025-10-07 cs.LG 78%

Improved probabilistic regression using diffusion models

Carlo Kneissl, Christopher Bülte, Philipp Scholl, Gitta Kutyniok

机构 * Ludwig-Maximilians-Universität München（慕尼黑莱布尼茨大学）； Munich Center for Machine Learning (MCML)（慕尼黑机器学习中心）； University of Tromsø（特罗姆斯大学）； DLR-German Aerospace Center（德国航空航天中心）

专题命中扩散模型：diffusion(title,abstract)

2510.04241 2025-10-07 cs.LG cs.AI 78%

Diffusion-Assisted Distillation for Self-Supervised Graph Representation Learning with MLPs

Seong Jin Ahn, Myoung-Ho Kim

机构 * School of Computing, KAIST（韩国科学技术院计算机学院）

专题命中扩散模型：diffusion(title,abstract)

2510.04234 2025-10-07 cs.RO cs.AI 78%

Flexible Locomotion Learning with Diffusion Model Predictive Control

Runhan Huang, Haldun Balim, Heng Yang, Yilun Du

机构 * Kempner Institute, Harvard University（凯普纳研究所，哈佛大学）

专题命中扩散模型：diffusion(title,abstract)

Comments 9 pages, 8 figures

2510.04147 2025-10-07 cs.CL 78%

Self Speculative Decoding for Diffusion Large Language Models

Yifeng Gao, Ziang Ji, Yuxuan Wang, Biqing Qi, Hanlin Xu, Linfeng Zhang

机构 * School of AI, Shanghai Jiao Tong University（上海交通大学人工智能学院）； University of Science and Technology of China（中国科学技术大学）； Xidian University（西安电子科技大学）； Shanghai AI Laboratory（上海人工智能实验室）； Huawei Technologies Ltd.（华为技术有限公司）

专题命中扩散模型：diffusion(title,abstract)

2510.04071 2025-10-07 cs.CL 78%

What Makes Diffusion Language Models Super Data Learners?

Zitian Gao, Haoming Luo, Lynx Chen, Jason Klein Liu, Ran Tao, Joey Zhou, Bryan Dai

机构 * Ubiquant

专题命中扩散模型：diffusion(title,abstract)

Comments Technical report, work in progress

2510.03994 2025-10-07 math.ST stat.TH 78%

Optimal estimation of a factorizable density using diffusion models with ReLU neural networks

Jianqing Fan, Yihong Gu, Ximing Li

专题命中扩散模型：diffusion(title,abstract)

Comments 20 pages, 2 figures

2510.03947 2025-10-07 math.PR 78%

Global weak martingale solutions to a stochastic two-sidedly degenerate aggregation-diffusion equation issued from biology

Mostafa Bendahmane, Mohamed Mehdaoui, Mouhcine Tilioua

专题命中扩散模型：diffusion(title,abstract)

2510.03680 2025-10-07 cs.AI 78%

Rainbow Padding: Mitigating Early Termination in Instruction-Tuned Diffusion LLMs

Bumjun Kim, Dongjae Jeon, Dueun Kim, Wonje Jeung, Albert No

机构 * Artificial Intelligence Department of Yonsei University（延世大学人工智能系）； Computer Science Department of Yonsei University（延世大学计算机科学系）

专题命中扩散模型：diffusion(title,abstract)

Comments 25 pages. Project page available at~\url{https://ai-isl.github.io/rainbow-padding}

2510.03586 2025-10-07 physics.med-ph 78%

Human brain high-resolution diffusion MRI with optimized slice-by-slice B0 field shimming in head-only high-performance gradient MRI systems

Patricia Lan, Sherry S. Huang, Chitresh Bhushan, Xinzeng Wang, Seung-Kyun Lee, Raymond Y. Huang, Jerome J. Maller, Jennifer A. McNab, Ante Zhu

专题命中扩散模型：diffusion(title,abstract)

2509.04853 2025-10-07 cs.RO cs.AI 78%

A Knowledge-Driven Diffusion Policy for End-to-End Autonomous Driving Based on Expert Routing

Chengkai Xu, Jiaqi Liu, Yicheng Guo, Peng Hang, Jian Sun

机构 * College of Transportation, Tongji University（同济大学交通运输学院）； Department of Computer Science, University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校计算机科学系）

专题命中扩散模型：diffusion(title,abstract)

Comments https://perfectxu88.github.io/KDP-AD/

2508.04884 2025-10-07 stat.ML cs.LG 78%

The Cosine Schedule is Fisher-Rao-Optimal for Masked Discrete Diffusion Models

Leo Zhang, Saifuddin Syed

机构 * University of Oxford（牛津大学）； University of British Columbia（不列颠哥伦比亚大学）

专题命中扩散模型：diffusion(title,abstract)

Comments PreprintV2

2503.06697 2025-10-07 eess.SY cs.SY 78%

DALNet: A Denoising Diffusion Probabilistic Model for High-Fidelity Day-Ahead Load Forecasting

Han Guo, Ding Lin

专题命中扩散模型：diffusion(title,abstract)

Comments 22pages

2502.10139 2025-10-07 cond-mat.stat-mech cond-mat.mes-hall 78%

Energy diffusion in the long-range interacting spin systems

Hideaki Nishikawa, Keiji Saito

专题命中扩散模型：diffusion(title,abstract)

Comments 8 + 36 pages, 5 + 28 figures

Journal ref Phys. Rev. Lett. 135, 147102 (2025)

2501.18571 2025-10-07 math.AP 78%

Aggregation-Confinement-Diffusion Evolutions with Saturation: Regularity and Long-Time Asymptotics

Yousef Alamri

专题命中扩散模型：diffusion(title,abstract)

Comments Reformulation of the convergence proof in terms of contractive solutions and added illustrations & references

2409.19385 2025-10-07 q-fin.ST 78%

PDSim: A Shiny App for Simulating and Estimating Polynomial Diffusion Models in Commodity Futures

Peilun He, Nino Kordzakhia, Gareth W. Peters, Pavel V. Shevchenko

专题命中扩散模型：diffusion(title,abstract)

Journal ref Journal of Open Research Software, 13: 21 (2025)

2402.01251 2025-10-07 cond-mat.mtrl-sci 78%

Amorphous Boron Nitride as an Ultrathin Copper Diffusion Barrier for Advanced Interconnects

Onurcan Kaya, Hyeongjoon Kim, Byeongkyu Kim, Thomas Galvani, Luigi Colombo, Mario Lanza, Hyeon-Jin Shin, Ivan Cole, Hyeon Suk Shin, Stephan Roche

专题命中扩散模型：diffusion(title,abstract)

Comments 29 pages, 13 figures

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