图像生成

Maestro: Self-Improving Text-to-Image Generation via Agent Orchestration

Xingchen Wan, Han Zhou, Ruoxi Sun, Hootan Nakhost, Ke Jiang, Rajarishi Sinha, Sercan Ö. Arık

机构 * Google（谷歌） 纠错

专题命中 文生图 ：image generation(title,abstract)；text-to-image(title,abstract)；分类 cs.CV

Comments 15 pages, 7 figures, 2 tables (22 pages, 9 figures and 3 tables including references and appendices)

FairCoT: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models

Zahraa Al Sahili, Ioannis Patras, Matthew Purver

机构 * School of Electronic Engineering and Computer Science, Queen Mary University of London（伦敦女王学院电子工程与计算机科学学院） ； Department of Knowledge Technologies, Jožef Stefan Institute（Jožef Stefan研究所知识技术系） 纠错

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；diffusion(abstract)；分类 cs.CV

Comments Accepted at EMNLP 2025

Mitigating Catastrophic Forgetting and Mode Collapse in Text-to-Image Diffusion via Latent Replay

Aoi Otani

专题命中 文生图 ：text-to-image(title,abstract)；diffusion(title,abstract)；分类 cs.CV

RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning

Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu

机构 * The Hong Kong University of Science（香港科学与技术大学） ； Guangxi Key Laboratory of Digital Infrastructure, Guangxi Zhuang Autonomous Region Information Center（广西数字基础设施重点实验室，广西壮族自治区信息中心） ； Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 文生图 ：image generation(title)；text-to-image(abstract)；diffusion(abstract)；分类 cs.CV

Comments Accepted to ICML2025

A Human-Centered Approach to Identifying Promises, Risks, & Challenges of Text-to-Image Generative AI in Radiology

Katelyn Morrison, Arpit Mathur, Aidan Bradshaw, Tom Wartmann, Steven Lundi, Afrooz Zandifar, Weichang Dai, Kayhan Batmanghelich, Motahhare Eslami, Adam Perer

专题命中 文生图 ：text-to-image(title,abstract)

Comments 10 pages of main content, Appendix attached after references, accepted to AAAI/ACM AIES 2025

PartComposer: Learning and Composing Part-Level Concepts from Single-Image Examples

Junyu Liu, R. Kenny Jones, Daniel Ritchie

机构 * Brown University（布朗大学） ； Stanford University（斯坦福大学） 纠错

专题命中 文生图 ：text-to-image(abstract)；diffusion(abstract)；分类 cs.CV、cs.GR

WeDesign: Generative AI-Facilitated Community Consultations for Urban Public Space Design

Rashid Mushkani, Hugo Berard, Shin Koseki

专题命中 文生图 ：text-to-image(abstract)；diffusion(abstract)

Beyond Sliders: Mastering the Art of Diffusion-based Image Manipulation

Yufei Tang, Daiheng Gao, Pingyu Wu, Wenbo Zhou, Bang Zhang, Weiming Zhang

机构 * FUYAO University Of Science And Technology（福尧大学科学技术学院） ； University of Science and Technology of China（中国科学技术大学） ； Anhui Province Key Laboratory of Digital Security（安徽省数字安全重点实验室） ； Alibaba TongYi Lab（阿里巴巴通义实验室） 纠错

专题命中 图像编辑 ：diffusion(title,abstract)；image generation(abstract)；分类 cs.CV

Comments 6 pages, 6 figures

IS-Diff: Improving Diffusion-Based Inpainting with Better Initial Seed

Yongzhe Lyu, Yu Wu, Yutian Lin, Bo Du

机构 * School of Computer Science, Wuhan University（武汉大学计算机学院） 纠错

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

SeeDiff: Off-the-Shelf Seeded Mask Generation from Diffusion Models

Joon Hyun Park, Kumju Jo, Sungyong Baik

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

Comments AAAI 2025

Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion

Massimiliano Viola, Kevin Qu, Nando Metzger, Bingxin Ke, Alexander Becker, Konrad Schindler, Anton Obukhov

机构 * ETH Zürich（苏黎世联邦理工学院） 纠错

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

Comments ICCV 2025

DRAG: Data Reconstruction Attack using Guided Diffusion

Wa-Kin Lei, Jun-Cheng Chen, Shang-Tse Chen

机构 * Research Center for Information Technology Innovation, Academia Sinica（中国科学院信息科技创新研究中心） ； National Taiwan University（国立台湾大学） 纠错

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

Comments ICML 2025

DTGen: Generative Diffusion-Based Few-Shot Data Augmentation for Fine-Grained Dirty Tableware Recognition

Lifei Hao, Yue Cheng, Baoqi Huang, Bing Jia, Xuandong Zhao

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

SpeCa: Accelerating Diffusion Transformers with Speculative Feature Caching

Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Fei Ren, Shaobo Wang, Kaixin Li, Linfeng Zhang

机构 * Shanghai Jiao Tong University（上海交通大学） ； Shandong University（山东大学） ； University of Electronic Science and Technology of China（电子科学与技术大学） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） ； Tsinghua University（清华大学） ； National University of Singapore（新加坡国立大学） 纠错

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

Comments 15 pages, 9 figures, ACM Multimedia 2025

Robustifying Diffusion-Denoised Smoothing Against Covariate Shift

Ali Hedayatnia, Mostafa Tavassolipour, Babak Nadjar Araabi, Abdol-Hossein Vahabie

机构 * Department of Electrical and Computer Engineering, University of Tehran, Tehran, Iran（电子与计算机工程系，德黑兰大学，德黑兰，伊朗） 纠错

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

Text2Sign Diffusion: A Generative Approach for Gloss-Free Sign Language Production

Liqian Feng, Lintao Wang, Kun Hu, Dehui Kong, Zhiyong Wang

机构 * School of Computer Science（计算机科学学院） ； School of Science（科学学院） ； Faculty of Information Technology（信息技术学院） 纠错

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

Multi-Task Diffusion Approach For Prediction of Glioma Tumor Progression

Aghiles Kebaili, Romain Modzelewski, Jérôme Lapuyade-Lahorgue, Maxime Fontanilles, Sébastien Thureau, Su Ruan

机构 * AIMS Lab, Quantif, University of Rouen-Normandy（AIMS实验室、Quantif、鲁昂-诺曼底大学） ； LITIS Lab UR 4108, University of Rouen-Normandy（LITIS实验室UR 4108、鲁昂-诺曼底大学） 纠错

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

Comparing Conditional Diffusion Models for Synthesizing Contrast-Enhanced Breast MRI from Pre-Contrast Images

Sebastian Ibarra, Javier del Riego, Alessandro Catanese, Julian Cuba, Julian Cardona, Nataly Leon, Jonathan Infante, Karim Lekadir, Oliver Diaz, Richard Osuala

机构 * Departament de Matemàtiques i Informàtica, Universitat de Barcelona, Spain（巴塞罗那大学数学与计算机系） ； Parc Taulí Hospital Universitari, Spain（帕尔克·塔利大学医院） ； Hospital Germans Trias i Pujol, Spain（加泰罗尼亚Trias i Pujol医院） ； Siemens Healthineers, America, LAM（西门子医疗） ； Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain（加泰罗尼亚高级研究与教育研究所） ； Computer Vision Center, Bellaterra, Spain（计算机视觉中心） 纠错

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

Comments 13 pages, 5 figures, submitted and accepted to MICCAI Deepbreath workshop 2025

Can Schroedingerist Wavefunction Physics Explain Brownian Motion? III: A One-Dimensional Heavy and Light Particles Model Exhibiting Brownian-Motion-Like Trajectories and Diffusion

Leonardo De Carlo, W. David Wick

专题命中 扩散模型 ：diffusion(title,abstract)

Comments We discovered an error in the calculations leading to the main conclusion of diffusion

Optimization for Massive 3D-RIS Deployment: A Generative Diffusion Model-Based Approach

Kaining Wang, Bo Yang, Zhiwen Yu, Xuelin Cao, Mérouane Debbah, Chau Yuen

专题命中 扩散模型 ：diffusion(title,abstract)

Adaptive least-squares space-time finite element methods for convection-diffusion problems

Christian Köthe, Olaf Steinbach

专题命中 扩散模型 ：diffusion(title,abstract)

VH-Diffuser: Variable Horizon Diffusion Planner for Time-Aware Goal-Conditioned Trajectory Planning

Ruijia Liu, Ancheng Hou, Shaoyuan Li, Xiang Yin

机构 * Department of Automation, Shanghai Jiao Tong University（自动化系，上海交通大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Tenma: Robust Cross-Embodiment Robot Manipulation with Diffusion Transformer

Travis Davies, Yiqi Huang, Yunxin Liu, Xiang Chen, Huxian Liu, Luhui Hu

机构 * ZhiCheng AI（智成人工智能） ； Tsinghua University（清华大学） ； Peking University（北京大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 8 pages, 4 figures

Inference-stage Adaptation-projection Strategy Adapts Diffusion Policy to Cross-manipulators Scenarios

Xiangtong Yao, Yirui Zhou, Yuan Meng, Yanwen Liu, Liangyu Dong, Zitao Zhang, Zhenshan Bing, Kai Huang, Fuchun Sun, Alois Knoll

机构 * Technical University of Munich（慕尼黑技术大学） ； Nanjing University（南京大学） ； Sun Yat-sen University（中山大学） ； Tsinghua University（清华大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Reconstructing High-fidelity Plasma Turbulence with Data-driven Tuning of Diffusion in Low Resolution Grids

Kunpeng Li, Youngwoo Cho, Xavier Garbet, Chenguang Wan, Robin Varennes, Kyungtak Lim, Virginie Grandgirard, Zhisong Qu, Ong Yew Soon

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 23 pages, 7 figures in total

Using Drift Diffusion Model to Analyze Cars' Lane Change Decisions behind Heavy Vehicles

Nachuan Li, Hani S. Mahmassani, Soyoung Ahn, Anupam Srivastava

专题命中 扩散模型 ：diffusion(title,abstract)

Comments This manuscript was submitted to and accepted by Transportation Research Board 2025 Conference

Parallel and perpendicular diffusion of energetic particles in the near-Sun solar wind observed by Parker Solar Probe

Nibuna Siranjeevi Madam Subashchandar, Lingling Zhao, Andreas Shalchi, Gary Paul Zank, Jakobus Le Roux, Hui Li, Xingyu Zhu, Ashok Silwal, Juan Gabriel Alonso Guzman

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Accepted for publication in ApJL

Analytic estimation of parameters of stochastic volatility diffusion models with exponential-affine characteristic function for currency option pricing

Mikołaj Łabędzki

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 159 pages

From Noise to Precision: A Diffusion-Driven Approach to Zero-Inflated Precipitation Prediction

Wentao Gao, Jiuyong Li, Lin Liu, Thuc Duy Le, Xiongren Chen, Xiaojing Du, Jixue Liu, Yanchang Zhao, Yun Chen

机构 * University of South Australia（澳大利亚南岸大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments ECAI 2025 Accepted

Moment Estimates and DeepRitz Methods on Learning Diffusion Systems with Non-gradient Drifts

Fanze Kong, Chen-Chih Lai, Yubin Lu

专题命中 扩散模型 ：diffusion(title,abstract)