图像生成 - arXivDaily 专题

2308.08339 2023-08-17 eess.IV cs.CV 88%

Denoising Diffusion Probabilistic Model for Retinal Image Generation and Segmentation

Alnur Alimanov, Md Baharul Islam

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

Comments International Conference on Computational Photography 2023 (ICCP 2023)

2308.01316 2023-08-03 cs.CV 88%

Patched Denoising Diffusion Models For High-Resolution Image Synthesis

Zheng Ding, Mengqi Zhang, Jiajun Wu, Zhuowen Tu

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

2307.10584 2023-07-21 cs.CV 88%

Reference-based Painterly Inpainting via Diffusion: Crossing the Wild Reference Domain Gap

Dejia Xu, Xingqian Xu, Wenyan Cong, Humphrey Shi, Zhangyang Wang

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

2212.08228 2023-06-19 cs.CV cs.AI cs.LG 88%

SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation

Jee Seok Yoon, Chenghao Zhang, Heung-Il Suk, Jia Guo, Xiaoxiao Li

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

Comments To be published in Information Processing in Medical Imaging 2023 (IPMI 2023)

Journal ref Proceedings of Information Processing in Medical Imaging, 2023, pp. 388-400

2306.00501 2023-06-02 cs.CV cs.AI cs.LG 88%

Image generation with shortest path diffusion

Ayan Das, Stathi Fotiadis, Anil Batra, Farhang Nabiei, FengTing Liao, Sattar Vakili, Da-shan Shiu, Alberto Bernacchia

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

Comments AD and SF contributed equally

2303.10096 2023-05-17 eess.IV cs.CV cs.LG 88%

Efficient Neural Generation of 4K Masks for Homogeneous Diffusion Inpainting

Karl Schrader, Pascal Peter, Niklas Kämper, Joachim Weickert

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

Journal ref In L. Calatroni, M. Donatelli, S. Morigi, M. Prato, M. Santavesaria (Eds.): Scale Space and Variational Methods in Computer Vision. Lecture Notes in Computer Science, Vol. 14009, Springer, Cham, 16-28, 2023

2303.12755 2023-04-10 cs.CV cs.AI 88%

Text Semantics to Image Generation: A method of building facades design base on Stable Diffusion model

Haoran Ma

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

Comments data mistake

2304.03322 2023-04-10 cs.CV cs.LG 88%

Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models

Guanhua Zhang, Jiabao Ji, Yang Zhang, Mo Yu, Tommi Jaakkola, Shiyu Chang

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

Comments 30 pages, 18 figures

2303.17905 2023-04-03 cs.CV 88%

3D-aware Image Generation using 2D Diffusion Models

Jianfeng Xiang, Jiaolong Yang, Binbin Huang, Xin Tong

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

Comments Website: https://jeffreyxiang.github.io/ivid/

2210.12113 2023-04-03 eess.IV cs.CV cs.LG 88%

Multitask Brain Tumor Inpainting with Diffusion Models: A Methodological Report

Pouria Rouzrokh, Bardia Khosravi, Shahriar Faghani, Mana Moassefi, Sanaz Vahdati, Bradley J. Erickson

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

Comments 17 pages, 7 figures

2303.15770 2023-03-29 eess.IV cs.CV physics.med-ph 88%

DDMM-Synth: A Denoising Diffusion Model for Cross-modal Medical Image Synthesis with Sparse-view Measurement Embedding

Xiaoyue Li, Kai Shang, Gaoang Wang, Mark D. Butala

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

Comments llncs.cls v2.20,12 pages with 6 figures

2302.07979 2023-03-22 cs.CV 88%

PRedItOR: Text Guided Image Editing with Diffusion Prior

Hareesh Ravi, Sachin Kelkar, Midhun Harikumar, Ajinkya Kale

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

2212.05993 2023-03-20 cs.CV 88%

RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models

Jiabao Lei, Jiapeng Tang, Kui Jia

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

Comments CVPR 2023

2211.03264 2023-03-08 cs.CV 88%

Few-shot Image Generation with Diffusion Models

Jingyuan Zhu, Huimin Ma, Jiansheng Chen, Jian Yuan

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

Comments Updated Version

2303.02153 2023-03-06 cs.CV 88%

Unleashing Text-to-Image Diffusion Models for Visual Perception

Wenliang Zhao, Yongming Rao, Zuyan Liu, Benlin Liu, Jie Zhou, Jiwen Lu

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

Comments project page: https://vpd.ivg-research.xyz

2301.01914 2023-02-28 cs.CV 88%

Accuracy and Fidelity Comparison of Luna and DALL-E 2 Diffusion-Based Image Generation Systems

Michael Cahyadi, Muhammad Rafi, William Shan, Jurike Moniaga, Henry Lucky

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

2302.07440 2023-02-16 cs.CV eess.IV 88%

Road Redesign Technique Achieving Enhanced Road Safety by Inpainting with a Diffusion Model

Sumit Mishra, Medhavi Mishra, Taeyoung Kim, Dongsoo Har

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

Comments 9 Pages, 6 figures, 4 tables

2211.03364 2023-01-04 eess.IV cs.CV cs.LG 88%

Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation

Firas Khader, Gustav Mueller-Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Schulze-Hagen, Philipp Schad, Sandy Engelhardt, Bettina Baessler, Sebastian Foersch, Johannes Stegmaier, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn

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

2212.08698 2022-12-20 cs.CV 88%

Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models

Qiucheng Wu, Yujian Liu, Handong Zhao, Ajinkya Kale, Trung Bui, Tong Yu, Zhe Lin, Yang Zhang, Shiyu Chang

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

Comments 23 pages, 18 figures

2211.17084 2022-12-01 cs.CV cs.AI cs.LG stat.ML 88%

High-Fidelity Guided Image Synthesis with Latent Diffusion Models

Jaskirat Singh, Stephen Gould, Liang Zheng

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

2210.17076 2022-11-01 eess.IV cs.CV 88%

TW-BAG: Tensor-wise Brain-aware Gate Network for Inpainting Disrupted Diffusion Tensor Imaging

Zihao Tang, Xinyi Wang, Lihaowen Zhu, Mariano Cabezas, Dongnan Liu, Michael Barnett, Weidong Cai, Chengyu Wang

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

Comments Accepted by The 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2022)

2208.12675 2022-09-02 cs.CV 88%

Adaptively-Realistic Image Generation from Stroke and Sketch with Diffusion Model

Shin-I Cheng, Yu-Jie Chen, Wei-Chen Chiu, Hung-Yu Tseng, Hsin-Ying Lee

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

2206.13295 2022-06-28 eess.IV cs.CV cs.LG 88%

Diffusion Deformable Model for 4D Temporal Medical Image Generation

Boah Kim, Jong Chul Ye

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

Comments Accepted for MICCAI 2022

2206.05039 2022-06-13 cs.CV 88%

Image Generation with Multimodal Priors using Denoising Diffusion Probabilistic Models

Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M Patel

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

2110.02636 2022-05-17 eess.IV cs.CV cs.LG 88%

Learning Sparse Masks for Diffusion-based Image Inpainting

Tobias Alt, Pascal Peter, Joachim Weickert

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

Comments To appear in A. J. Pinho, P. Georgieva, L. F. Teixeira, J. A. Sánchez (Eds.): Pattern Recognition and Image Analysis. Lecture Notes in Computer Science, Springer, Cham, 2022

1502.07331 2018-04-06 cs.CV math.AP 88%

Highly corrupted image inpainting through hypoelliptic diffusion

Ugo Boscain, Roman Chertovskih, Jean-Paul Gauthier, Dario Prandi, Alexey Remizov

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

Comments 15 pages, 10 figures

Journal ref Journal of Mathematical Imaging and Vision, 2018. https://rdcu.be/KFww

1511.03464 2015-11-12 cs.CV 88%

A Directional Diffusion Algorithm for Inpainting

Jan Deriu, Rolf Jagerman, Kai-En Tsay

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

1305.2221 2013-05-13 cs.CV 88%

Repairing and Inpainting Damaged Images using Diffusion Tensor

Faouzi Benzarti, Hamid Amiri

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

Journal ref IJCSI International Journal of Computer Science Issues, Vol 9, Issue 4, No 3, July 2012 ISSN 1694-0814

2606.02153 2026-06-02 cs.CV cs.GR 88%

Ultra Diffusion Poser: Diffusion-Based Human Motion Tracking From Sparse Inertial Sensors and Ranging-Based Between-Sensor Distances

超扩散姿态估计器：基于扩散的从稀疏惯性传感器和测距传感器间距离的人体运动跟踪

Dominik Hollidt, Tommaso Bendinelli, Christian Holz

机构 * Department of Computer Science, ETH Zurich（苏黎世联邦理工学院计算机科学系）

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

AI总结提出Ultra Diffusion Poser扩散模型，通过显式建模UWB测距的几何约束（空间布局模块解析重建传感器位置）和引入UWB扩散引导，在扩散采样中强制预测姿态与实测距离对齐，将关节位置误差降低22%。

Comments CVPR 2026 - Computer Vision and Pattern Recognition

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2026, pp. 7036-7046

2505.22705 2025-05-30 cs.CV cs.MM 88%

HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer

Qi Cai, Jingwen Chen, Yang Chen, Yehao Li, Fuchen Long, Yingwei Pan, Zhaofan Qiu, Yiheng Zhang, Fengbin Gao, Peihan Xu, Yimeng Wang, Kai Yu, Wenxuan Chen, Ziwei Feng, Zijian Gong, Jianzhuang Pan, Yi Peng, Rui Tian, Siyu Wang, Bo Zhao, Ting Yao, Tao Mei

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

Comments Source codes and models are available at https://github.com/HiDream-ai/HiDream-I1 and https://github.com/HiDream-ai/HiDream-E1

1. 扩散模型 69868 篇

Denoising Diffusion Probabilistic Model for Retinal Image Generation and Segmentation

Patched Denoising Diffusion Models For High-Resolution Image Synthesis

Reference-based Painterly Inpainting via Diffusion: Crossing the Wild Reference Domain Gap

SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation

Image generation with shortest path diffusion

Efficient Neural Generation of 4K Masks for Homogeneous Diffusion Inpainting

Text Semantics to Image Generation: A method of building facades design base on Stable Diffusion model

Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models

3D-aware Image Generation using 2D Diffusion Models

Multitask Brain Tumor Inpainting with Diffusion Models: A Methodological Report

DDMM-Synth: A Denoising Diffusion Model for Cross-modal Medical Image Synthesis with Sparse-view Measurement Embedding

PRedItOR: Text Guided Image Editing with Diffusion Prior

RGBD2: Generative Scene Synthesis via Incremental View Inpainting using RGBD Diffusion Models

Few-shot Image Generation with Diffusion Models

Unleashing Text-to-Image Diffusion Models for Visual Perception

Accuracy and Fidelity Comparison of Luna and DALL-E 2 Diffusion-Based Image Generation Systems

Road Redesign Technique Achieving Enhanced Road Safety by Inpainting with a Diffusion Model

Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation

Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models

High-Fidelity Guided Image Synthesis with Latent Diffusion Models

TW-BAG: Tensor-wise Brain-aware Gate Network for Inpainting Disrupted Diffusion Tensor Imaging

Adaptively-Realistic Image Generation from Stroke and Sketch with Diffusion Model

Diffusion Deformable Model for 4D Temporal Medical Image Generation

Image Generation with Multimodal Priors using Denoising Diffusion Probabilistic Models

Learning Sparse Masks for Diffusion-based Image Inpainting

Highly corrupted image inpainting through hypoelliptic diffusion

A Directional Diffusion Algorithm for Inpainting

Repairing and Inpainting Damaged Images using Diffusion Tensor

Ultra Diffusion Poser: Diffusion-Based Human Motion Tracking From Sparse Inertial Sensors and Ranging-Based Between-Sensor Distances

HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer