图像生成 - arXivDaily 专题

2508.21542 2025-09-01 cs.CV cs.AI cs.RO 79%

Complete Gaussian Splats from a Single Image with Denoising Diffusion Models

Ziwei Liao, Mohamed Sayed, Steven L. Waslander, Sara Vicente, Daniyar Turmukhambetov, Michael Firman

机构 * University of Toronto（多伦多大学）； Niantic Spatial

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

Comments Main paper: 11 pages; Supplementary materials: 7 pages

2508.21257 2025-09-01 cs.CV 79%

PHD: Personalized 3D Human Body Fitting with Point Diffusion

Hsuan-I Ho, Chen Guo, Po-Chen Wu, Ivan Shugurov, Chengcheng Tang, Abhay Mittal, Sizhe An, Manuel Kaufmann, Linguang Zhang

机构 * Department of Computer Science, ETH Zürich（苏黎世联邦理工学院计算机科学系）； ETH AI Center, ETH Zürich（苏黎世联邦理工学院人工智能中心）； Reality Labs, Meta（Meta现实实验室）

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

Comments ICCV 2025, 19 pages, 18 figures

2411.10257 2025-09-01 cs.CV cs.AI cs.LG 79%

Guiding a diffusion model using sliding windows

Nikolas Adaloglou, Tim Kaiser, Damir Iagudin, Markus Kollmann

机构 * Heinrich Heine University Düsseldorf（海因里希-海涅大学杜伊斯堡）

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

Comments Accepted at BMVC 2025. 30 pages, 16 figures in total, including appendix

2407.03548 2025-09-01 cs.CV 79%

HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation

Tao Chen, Chenhui Wang, Zhihao Chen, Yiming Lei, Hongming Shan

机构 * Institute of Science and Technology for Brain-inspired Intelligence, Fudan University（脑启发智能科学与技术研究院，复旦大学）； Shanghai Key Lab of Intelligent Information Processing, School of Computer Science, Fudan University（上海智能信息处理重点实验室，复旦大学计算机学院）

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

Comments Accepted by IEEE Transactions on Medical Imaging 2024

Journal ref IEEE TRANSACTIONS ON MEDICAL IMAGING, VOL. 43, NO. 10, OCTOBER 2024

2508.21727 2025-09-01 cs.CR cs.AI 78%

OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization

Jiazheng Xing, Hai Ci, Hongbin Xu, Hangjie Yuan, Yong Liu, Mike Zheng Shou

专题命中扩散模型：diffusion(title,abstract)

2412.16083 2025-09-01 cs.LG q-fin.ST 78%

Federated Diffusion Modeling with Differential Privacy for Tabular Data Synthesis

Timur Sattarov, Marco Schreyer, Damian Borth

机构 * Deutsche Bundesbank（德国联邦银行）； University of St.Gallen（圣加尔大学）； Swiss Federal Audit Office（瑞士联邦审计局）； International Computer Science Institute (ICSI)（国际计算机科学研究所）

专题命中扩散模型：diffusion(title,abstract)

Comments 8 pages, 9 figures, preprint version

2508.21570 2025-09-01 cs.LG 78%

OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories

Bo Li, Yingqi Feng, Ming Jin, Xin Zheng, Yufei Tang, Laurent Cherubin, Alan Wee-Chung Liew, Can Wang, Qinghua Lu, Jingwei Yao, Shirui Pan, Hong Zhang, Xingquan Zhu

机构 * Griffith University（格里菲斯大学）； Florida Atlantic University（佛罗里达 Atlantic 大学）； Institute for Clarity in Documentation（文档清晰研究所）； Inria Paris-Rocquencourt（巴黎- Rocquencourt 国家信息与自动化研究所）； Rajiv Gandhi University（拉贾·甘地大学）； Tsinghua University（清华大学）； Palmer Research Laboratories（帕勒研究实验室）

专题命中扩散模型：diffusion(title,abstract)

Comments CIKM 2025 Accepted

2508.21460 2025-09-01 cs.IR cs.AI 78%

Diffusion-based Multi-modal Synergy Interest Network for Click-through Rate Prediction

Xiaoxi Cui, Weihai Lu, Yu Tong, Yiheng Li, Zhejun Zhao

机构 * Peking University（北京大学）； Wuhan University（武汉大学）； Shanghai University of International Business（上海国际商务大学）； Microsoft（微软）

专题命中扩散模型：diffusion(title,abstract)

Comments SIGIR 2025

Journal ref SIGIR 2025: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval Pages 581 - 591

2508.21375 2025-09-01 cs.RO 78%

Dynamics-Compliant Trajectory Diffusion for Super-Nominal Payload Manipulation

Anuj Pasricha, Joewie Koh, Jay Vakil, Alessandro Roncone

机构 * Department of Computer Science University of Colorado Boulder（计算机科学系，科罗拉多大学博尔德分校）

专题命中扩散模型：diffusion(title,abstract)

Comments Accepted to 2025 Conference on Robot Learning [CoRL]

2508.21330 2025-09-01 cs.LG cs.AI 78%

Stage-Diff: Stage-wise Long-Term Time Series Generation Based on Diffusion Models

Xuan Hou, Shuhan Liu, Zhaohui Peng, Yaohui Chu, Yue Zhang, Yining Wang

机构 * Shandong University（山东大学）

专题命中扩散模型：diffusion(title,abstract)

Comments 8 pages, 5 figures

2508.21153 2025-09-01 cs.SD cs.AI eess.AS 78%

WaveLLDM: Design and Development of a Lightweight Latent Diffusion Model for Speech Enhancement and Restoration

Kevin Putra Santoso, Rizka Wakhidatus Sholikah, Raden Venantius Hari Ginardi

专题命中扩散模型：diffusion(title,abstract)

2504.16951 2025-09-01 eess.IV 78%

DIFFRACT: Diffusion-based Restoration via Adaptive Control and Thresholding for Diffraction Imaging

Nikolay Falaleev, Nikolai Orlov

专题命中扩散模型：diffusion(title,abstract)

Comments To appear in 2025 IEEE/CVF International Conference on Computer Vision Workshops Proceedings

2412.18164 2025-09-01 cs.LG math.OC 78%

Stochastic Control for Fine-tuning Diffusion Models: Optimality, Regularity, and Convergence

Yinbin Han, Meisam Razaviyayn, Renyuan Xu

专题命中扩散模型：diffusion(title,abstract)

Comments 31 pages; first version: Dec 2024; this version: Aug 2025

Journal ref Forty-Second International Conference on Machine Learning 2025

2411.11434 2025-09-01 cs.CR 78%

CLUE-MARK: Watermarking Diffusion Models using CLWE

Kareem Shehata, Aashish Kolluri, Prateek Saxena

专题命中扩散模型：diffusion(title,abstract)

2507.04061 2025-09-01 cs.CV cs.MM 62%

Consistent and Invariant Generalization Learning for Short-video Misinformation Detection

Hanghui Guo, Weijie Shi, Mengze Li, Juncheng Li, Hao Chen, Yue Cui, Jiajie Xu, Jia Zhu, Jiawei Shen, Zhangze Chen, Sirui Han

机构 * Zhejiang Normal University（浙江师范大学）； Hong Kong University of Science and Technology（香港理工大学）； Zhejiang University（浙江大学）； Tencent（腾讯）； Soochow University（苏州大学）

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

Comments Accepted to ACM MM 2025

2508.21815 2025-09-01 cs.LG 50%

Achieving Hilbert-Schmidt Independence Under Rényi Differential Privacy for Fair and Private Data Generation

Tobias Hyrup, Emmanouil Panagiotou, Arjun Roy, Arthur Zimek, Eirini Ntoutsi, Peter Schneider-Kamp

机构 * Department of Mathematics and Computer Science University of Southern Denmark（丹麦南部大学数学与计算机科学系）； Department of Mathematics and Computer Science Freie Universität Berlin（柏林自由大学数学与计算机科学系）； Faculty for Informatik Universität der Bundeswehr München（联邦国防军大学慕尼黑信息学院）

专题命中扩散模型：diffusion(abstract)

2508.21600 2025-09-01 nucl-th hep-ph 50%

Fluid dynamics of charm quarks from heavy to light-ion collisions

Federica Capellino, Andrea Dubla, Rossana Facen, Stefan Floerchinger, Eduardo Grossi, Andreas Kirchner

专题命中扩散模型：diffusion(abstract)

Comments Proceedings for Quark Matter 2025

2508.21501 2025-09-01 cs.RO 50%

Few-Shot Neuro-Symbolic Imitation Learning for Long-Horizon Planning and Acting

Pierrick Lorang, Hong Lu, Johannes Huemer, Patrik Zips, Matthias Scheutz

机构 * Tufts University, United States（美国塔夫茨大学）； Austrian Institute of Technology, Austria（奥地利技术研究所）； Human-Robot Interaction Lab（人机交互实验室）

专题命中扩散模型：diffusion(abstract)

Comments Accepted at CoRL 2025; to appear in PMLR

2508.21255 2025-09-01 stat.ML cs.LG 50%

Weighted Support Points from Random Measures: An Interpretable Alternative for Generative Modeling

Peiqi Zhao, Carlos E. Rodríguez, Ramsés H. Mena, Stephen G. Walker

机构 * Department of Mathematics and Statistics and Data Sciences, University of Texas at Austin（数学与统计学及数据科学系，德克萨斯大学奥斯汀分校）； Department of Probability and Statistics, IIMAS, Universidad Nacional Autónoma de México（概率与统计系，墨西哥国家自治大学）

专题命中扩散模型：diffusion(abstract)

Comments 24 pages, 6 figures

2508.21151 2025-09-01 math.AP 50%

Propagation in the Fisher-KPP equation with Mixed Operator

Begoña Barrios, Bryan Pichucho, Alexander Quaas

专题命中扩散模型：diffusion(abstract)

Comments 21 Pages, 2 figures

2508.20727 2025-09-01 cond-mat.str-el 50%

A two-state generalisation of the strong collision model

Ola Kenji Forslund

专题命中扩散模型：diffusion(abstract)

Journal ref Phys. Rev. B 112, 024309 (2025)

2508.14047 2025-09-01 cond-mat.soft physics.flu-dyn 50%

Microrheology with rotational Brownian motion

Yasuya Nakayama

专题命中扩散模型：diffusion(abstract)

Journal ref Physics of Fluids 37, 083140 (2025)

2504.15266 2025-09-01 cs.LG cs.AI cs.CL 50%

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

Vaishnavh Nagarajan, Chen Henry Wu, Charles Ding, Aditi Raghunathan

机构 * Google Research, US（谷歌研究）； Carnegie Mellon University, Pittsburgh, US（卡内基梅隆大学）

专题命中扩散模型：diffusion(abstract)

Comments ICML 2025 (oral)

2504.11228 2025-09-01 math.PR 50%

A new approach to stochastic McKean-Vlasov limits with low-regularity coefficients

Robert Alexander Crowell

专题命中扩散模型：diffusion(abstract)

Comments New introduction, fixed typos, updated references

2409.03459 2025-09-01 math.PR 50%

Emergence of regularity for limit points of McKean-Vlasov particle systems

Robert Alexander Crowell

专题命中扩散模型：diffusion(abstract)

Comments New introduction, fixed typos, updated references

1. 扩散模型 25 篇

Complete Gaussian Splats from a Single Image with Denoising Diffusion Models

PHD: Personalized 3D Human Body Fitting with Point Diffusion

Guiding a diffusion model using sliding windows

HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation

OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization

Federated Diffusion Modeling with Differential Privacy for Tabular Data Synthesis

OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories

Diffusion-based Multi-modal Synergy Interest Network for Click-through Rate Prediction

Dynamics-Compliant Trajectory Diffusion for Super-Nominal Payload Manipulation

Stage-Diff: Stage-wise Long-Term Time Series Generation Based on Diffusion Models

WaveLLDM: Design and Development of a Lightweight Latent Diffusion Model for Speech Enhancement and Restoration

DIFFRACT: Diffusion-based Restoration via Adaptive Control and Thresholding for Diffraction Imaging

Stochastic Control for Fine-tuning Diffusion Models: Optimality, Regularity, and Convergence

CLUE-MARK: Watermarking Diffusion Models using CLWE

Consistent and Invariant Generalization Learning for Short-video Misinformation Detection

Achieving Hilbert-Schmidt Independence Under Rényi Differential Privacy for Fair and Private Data Generation

Fluid dynamics of charm quarks from heavy to light-ion collisions

Few-Shot Neuro-Symbolic Imitation Learning for Long-Horizon Planning and Acting

Weighted Support Points from Random Measures: An Interpretable Alternative for Generative Modeling

Propagation in the Fisher-KPP equation with Mixed Operator

A two-state generalisation of the strong collision model

Microrheology with rotational Brownian motion

Roll the dice & look before you leap: Going beyond the creative limits of next-token prediction

A new approach to stochastic McKean-Vlasov limits with low-regularity coefficients

Emergence of regularity for limit points of McKean-Vlasov particle systems