图像生成

Match & Choose: Model Selection Framework for Fine-tuning Text-to-Image Diffusion Models

Basile Lewandowski, Robert Birke, Lydia Y. Chen

机构 * University of Neuchâtel（内谢特尔大学） ； University of Turin（都灵大学） 纠错

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

Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive Queries

Yin Wu, Quanyu Long, Jing Li, Jianfei Yu, Wenya Wang

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

Comments 21 pages, 6 figures, 17 tables

HealthiVert-GAN: A Novel Framework of Pseudo-Healthy Vertebral Image Synthesis for Interpretable Compression Fracture Grading

Qi Zhang, Cheng Chuang, Shunan Zhang, Ziqi Zhao, Kun Wang, Jun Xu, Jianqi Sun

机构 * School of Biomedical Engineering, Shanghai Jiao Tong University（上海交通大学生物医学工程学院） ； National Engineering Research Center of Advanced Magnetic Resonance Technologies for Diagnosis and Therapy (NERC-AMRT)（先进磁共振诊断与治疗技术国家工程研究中心） ； Med-X Research Institute, Shanghai Jiao Tong University（医-X研究院） ； Kashi Prefecture Second People’s Hospital（喀什县第二人民医院） ； Renji Hospital, Shanghai, China（仁济医院） ； Shanghai Sixth People’s Hospital, Shanghai, China（上海第六人民医院） 纠错

专题命中 文生图 ：image synthesis(title)；分类 cs.CV

Journal ref IEEE Journal of Biomedical and Health Informatics, 2025

FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance

Jiasong Feng, Ao Ma, Jing Wang, Ke Cao, Zhanjie Zhang

机构 * AI Research（360人工智能研究院） ； Beijing University of Technology（北京理工大学） ； Wuhan University（武汉大学） ； Sun Yat-sen University（中山大学） ； University of Science and Technology of China（中国科学技术大学） ； Zhejiang University（浙江大学） 纠错

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

Comments Accepted by IJCAI 2025

RLCP: A Reinforcement Learning-based Copyright Protection Method for Text-to-Image Diffusion Model

Zhuan Shi, Jing Yan, Xiaoli Tang, Lingjuan Lyu, Boi Faltings

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

Journal ref The 2025 IEEE International Conference on Multimedia and Expo (ICME'25)

A Survey on Pre-Trained Diffusion Model Distillations

Xuhui Fan, Zhangkai Wu, Hongyu Wu

专题命中 扩散模型 ：diffusion(title,abstract)；text-to-image(abstract)；image synthesis(abstract)

Training-Free Anomaly Generation via Dual-Attention Enhancement in Diffusion Model

Zuo Zuo, Jiahao Dong, Yanyun Qu, Zongze Wu

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

Semi-supervised Image Dehazing via Expectation-Maximization and Bidirectional Brownian Bridge Diffusion Models

Bing Liu, Le Wang, Mingming Liu, Hao Liu, Rui Yao, Yong Zhou, Peng Liu, Tongqiang Xia

机构 * China University of Mining and Technology（中国矿业大学） ； Mine Digitization Engineering Research Center of the Ministry of Education（教育部矿山数字化工程研究中心） 纠错

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

Comments 10 pages, 4 figures

Physics-Informed Diffusion Models for Unsupervised Anomaly Detection in Multivariate Time Series

Juhi Soni, Markus Lange-Hegermann, Stefan Windmann

机构 * Fraunhofer IOSB-INA（弗劳恩霍夫研究所） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 16 pages, 5 figures

Graph Neural Diffusion via Generalized Opinion Dynamics

Asela Hevapathige, Asiri Wijesinghe, Ahad N. Zehmakan

机构 * School of Computing Australian National University Canberra Australia ； School of Computing Australian National University 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Diffusion is a code repair operator and generator

Mukul Singh, Gust Verbruggen, Vu Le, Sumit Gulwani

机构 * Microsoft Redmond, WA（微软红木城） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Comments 12 pages

Non-asymptotic convergence bound of conditional diffusion models

Mengze Li

机构 * School of Mathematics and Statistics, Northeast Normal University, China（数学与统计学学院，东北师范大学） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Constrained Decoding of Diffusion LLMs with Context-Free Grammars

Niels Mündler, Jasper Dekoninck, Martin Vechev

机构 * Department of Computer Science ETH Zurich（计算机科学系 高等理工大学苏黎世分校） 纠错

专题命中 扩散模型 ：diffusion(title,abstract)

Text-to-Level Diffusion Models With Various Text Encoders for Super Mario Bros

Jacob Schrum, Olivia Kilday, Emilio Salas, Bess Hagan, Reid Williams

专题命中 扩散模型 ：diffusion(title,abstract)

Comments Accepted to appear in The 21st AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (November 10-14, 2025)

HepatoGEN: Generating Hepatobiliary Phase MRI with Perceptual and Adversarial Models

Jens Hooge, Gerard Sanroma-Guell, Faidra Stavropoulou, Alexander Ullmann, Gesine Knobloch, Mark Klemens, Carola Schmidt, Sabine Weckbach, Andreas Bolz

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

Comments Author disagreement

HierOctFusion: Multi-scale Octree-based 3D Shape Generation via Part-Whole-Hierarchy Message Passing

Xinjie Gao, Bi'an Du, Wei Hu

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

GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning

Kelin Yu, Sheng Zhang, Harshit Soora, Furong Huang, Heng Huang, Pratap Tokekar, Ruohan Gao

机构 * University of Maryland, College Park（马里兰大学 College Park分校） 纠错

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

Comments Published at ICCV 2025

GBR: Generative Bundle Refinement for High-fidelity Gaussian Splatting with Enhanced Mesh Reconstruction

Jianing Zhang, Yuchao Zheng, Ziwei Li, Qionghai Dai, Xiaoyun Yuan

机构 * College of future information technology, Fudan University（未来信息科技学院，复旦大学） ； School of Biomedical Engineering, Tsinghua University（生物医学工程学院，清华大学） ； Key Laboratory for Information Science of Electromagnetic Waves (MoE), Fudan University（电磁波信息科学重点实验室（MoE），复旦大学） ； Department of Automation, Tsinghua University（自动化系，清华大学） ； MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University（人工智能重点实验室，人工智能研究院，上海交通大学） 纠错

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

Dataset Creation for Visual Entailment using Generative AI

Rob Reijtenbach, Suzan Verberne, Gijs Wijnholds

机构 * Leiden University（莱顿大学） 纠错

专题命中 扩散模型 ：diffusion(abstract)

Comments NALOMA: Natural Logic meets Machine Learning workshop @ ESSLLI 2025

Simulation-based inference using splitting schemes for partially observed diffusions in chemical reaction networks

Petar Jovanovski, Andrew Golightly, Umberto Picchini, Massimiliano Tamborrino

专题命中 扩散模型 ：diffusion(abstract)

Comments 35 pages, 7 figures

Pairwise correlations of global times in one-dimensional Brownian motion under stochastic resetting

Yihao Wang, Hanshuang Chen

专题命中 扩散模型 ：diffusion(abstract)

Comments 21 pages, 7 figures

Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering

Changjian Wang, Weihong Deng, Weili Guan, Quan Lu, Ning Jiang

专题命中 扩散模型 ：diffusion(abstract)

A porous medium equation with spatially inhomogeneous absorption. Part II: Large time behavior

Razvan Gabriel Iagar, Diana-Rodica Munteanu

专题命中 扩散模型 ：diffusion(abstract)

Particle-based simulation of non-elementary bimolecular kinetics

Taylor Kearney, Mark B. Flegg

专题命中 扩散模型 ：diffusion(abstract)

Comments 28 pages, 10 figures

The dynamical impact of cosmic rays in the Rhea magnetohydrodynamics simulations

Karin Kjellgren, Philipp Girichidis, Junia Göoller, Noé Brucy, Ralf S. Klessen, Robin G. Tress, Juan Soler, Christoph Pfrommer, Maria Werhahn, Simon C. O. Glover, Rowan Smith, Leonardo Testi, Sergio Molinari

专题命中 扩散模型 ：diffusion(abstract)

Comments 22 pages, 17 figures. Accepted to A&A. See additional Rhea companion paper Göller et al. at arXiv:2502.02646

Journal ref A&A 700, A124 (2025)

Symmetry Breaking in Chemical Systems: Engineering Complexity through Self-Organization and Marangoni Flows

Sangram Gore, Binaya Paudyal, Duarte Rocha, Mohamed Ali, Nader Masmoudi, Albert Bae, Christian Diddens, Detlef Lohse, Oliver Steinbock, Azam Gholami

专题命中 扩散模型 ：diffusion(abstract)

Optimising microstructural characterisation of white-matter phantoms: impact of gradient waveform modulation on Non-uniform Oscillating Gradient Spin-Echo sequences

Melisa L Gimenez, Pablo Jimenez, Leonardo A Pedraza Perez, Diana Betancourth, Analia Zwick, Gonzalo A Alvarez

专题命中 扩散模型 ：diffusion(abstract)

Comments 18 pages, 8 figures

Journal ref J. Magn. Reson. 380, 107940 (2025)

Recent Advances in Generative AI for Healthcare Applications

Yasin Shokrollahi, Jose Colmenarez, Wenxi Liu, Sahar Yarmohammadtoosky, Matthew M. Nikahd, Pengfei Dong, Xianqi Li, Linxia Gu

专题命中 扩散模型 ：diffusion(abstract)

Comments 51 pages, 16 figures, 1table

LEARN: A Story-Driven Layout-to-Image Generation Framework for STEM Instruction

Maoquan Zhang, Bisser Raytchev, Xiujuan Sun

机构 * Graduate School of Advanced Science and Engineering, Hiroshima University（Hiroshima大学研究生院） ； Department of Computer Science, Weifang University of Science and Technology（潍坊科技大学计算机科学系） 纠错

专题命中 可控生成 ：image generation(title)；diffusion(abstract)；分类 cs.CV

Comments The International Conference on Neural Information Processing (ICONIP) 2025

AnatoMaskGAN: GNN-Driven Slice Feature Fusion and Noise Augmentation for Medical Semantic Image Synthesis

Zonglin Wu, Yule Xue, Qianxiang Hu, Yaoyao Feng, Yuqi Ma, Shanxiong Chen

机构 * College of Computer and Information Science, Southwest University（计算机与信息科学学院，西南大学） 纠错

专题命中 可控生成 ：image synthesis(title)；分类 cs.CV

Comments 8 pages