图像生成 - arXivDaily 专题

2304.02192 2023-11-15 cs.CV cs.AI cs.LG 88%

A Diffusion-based Method for Multi-turn Compositional Image Generation

Chao Wang

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

Comments WACV 2024 3rd Workshop on Image/Video/Audio Quality in Computer Vision and Generative AI

2306.00980 2023-10-17 cs.CV cs.AI cs.LG 88%

SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds

Yanyu Li, Huan Wang, Qing Jin, Ju Hu, Pavlo Chemerys, Yun Fu, Yanzhi Wang, Sergey Tulyakov, Jian Ren

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

Comments Our project webpage: https://snap-research.github.io/SnapFusion/

2309.08251 2023-09-18 cs.CV 88%

Cartoondiff: Training-free Cartoon Image Generation with Diffusion Transformer Models

Feihong He, Gang Li, Lingyu Si, Leilei Yan, Shimeng Hou, Hongwei Dong, Fanzhang Li

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

Comments 5 pages,5 figures

2309.03350 2023-09-08 cs.CV cs.LG 88%

Relay Diffusion: Unifying diffusion process across resolutions for image synthesis

Jiayan Teng, Wendi Zheng, Ming Ding, Wenyi Hong, Jianqiao Wangni, Zhuoyi Yang, Jie Tang

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

2309.00199 2023-09-04 cs.CV cs.AI cs.LG 88%

Diffusion Model with Clustering-based Conditioning for Food Image Generation

Yue Han, Jiangpeng He, Mridul Gupta, Edward J. Delp, Fengqing Zhu

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

Comments Accepted for 31st ACM International Conference on Multimedia: 8th International Workshop on Multimedia Assisted Dietary Management (MADiMa 2023)

2308.13142 2023-08-28 cs.CV cs.AI 88%

A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions

Tianyi Zhang, Zheng Wang, Jing Huang, Mohiuddin Muhammad Tasnim, Wei Shi

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

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

1. 扩散模型 70051 篇

A Diffusion-based Method for Multi-turn Compositional Image Generation

SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds

Cartoondiff: Training-free Cartoon Image Generation with Diffusion Transformer Models

Relay Diffusion: Unifying diffusion process across resolutions for image synthesis

Diffusion Model with Clustering-based Conditioning for Food Image Generation

A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions

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