图像生成 - arXivDaily 专题

2407.10897 2024-11-01 physics.optics cs.CV cs.LG 88%

Optical Diffusion Models for Image Generation

Ilker Oguz, Niyazi Ulas Dinc, Mustafa Yildirim, Junjie Ke, Innfarn Yoo, Qifei Wang, Feng Yang, Christophe Moser, Demetri Psaltis

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

Comments 17 pages, 10 figures

2405.15330 2024-10-29 cs.CV cs.LG 88%

Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model

Mingyang Yi, Aoxue Li, Yi Xin, Zhenguo Li

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

Journal ref published in NeuriPS 2024

2402.17307 2024-10-24 eess.IV cs.CV 88%

Denoising Diffusion Models for Inpainting of Healthy Brain Tissue

Alicia Durrer, Philippe C. Cattin, Julia Wolleb

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

Comments 12 pages, 5 figures, MICCAI challenge submission

2410.10629 2024-10-22 cs.CV 88%

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Enze Xie, Junsong Chen, Junyu Chen, Han Cai, Haotian Tang, Yujun Lin, Zhekai Zhang, Muyang Li, Ligeng Zhu, Yao Lu, Song Han

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

Comments Technical Report

2303.04772 2024-10-22 cs.LG cs.CV math.PR stat.ML 88%

Multilevel Diffusion: Infinite Dimensional Score-Based Diffusion Models for Image Generation

Paul Hagemann, Sophie Mildenberger, Lars Ruthotto, Gabriele Steidl, Nicole Tianjiao Yang

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

2405.00251 2024-10-10 cs.CV cs.LG 88%

Semantically Consistent Video Inpainting with Conditional Diffusion Models

Dylan Green, William Harvey, Saeid Naderiparizi, Matthew Niedoba, Yunpeng Liu, Xiaoxuan Liang, Jonathan Lavington, Ke Zhang, Vasileios Lioutas, Setareh Dabiri, Adam Scibior, Berend Zwartsenberg, Frank Wood

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

2406.01062 2024-09-17 cs.CV 88%

Layout Agnostic Scene Text Image Synthesis with Diffusion Models

Qilong Zhangli, Jindong Jiang, Di Liu, Licheng Yu, Xiaoliang Dai, Ankit Ramchandani, Guan Pang, Dimitris N. Metaxas, Praveen Krishnan

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

Comments Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 7496-7506

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 7496-7506

2312.08873 2024-09-10 cs.CV cs.AI 88%

Diffusion Cocktail: Mixing Domain-Specific Diffusion Models for Diversified Image Generations

Haoming Liu, Yuanhe Guo, Shengjie Wang, Hongyi Wen

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

Comments Project Page: https://maps-research.github.io/Ditail/

2408.16426 2024-08-30 cs.CV cs.AI 88%

COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation

Jiefeng Li, Ye Yuan, Davis Rempe, Haotian Zhang, Pavlo Molchanov, Cewu Lu, Jan Kautz, Umar Iqbal

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

Comments ECCV 2024

2403.13378 2024-08-21 cs.CV 88%

IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis

Feng Liu, Xiaobin Chang

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

Comments 6 pages, 7 figures, accepted by CVMJ 2024

2408.08751 2024-08-19 cs.CV eess.IV 88%

Comparative Analysis of Generative Models: Enhancing Image Synthesis with VAEs, GANs, and Stable Diffusion

Sanchayan Vivekananthan

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

2311.17957 2024-08-19 cs.CV 88%

HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting

Wenquan Lu, Yufei Xu, Jing Zhang, Chaoyue Wang, Dacheng Tao

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

2408.07196 2024-08-15 cs.CV 88%

SeLoRA: Self-Expanding Low-Rank Adaptation of Latent Diffusion Model for Medical Image Synthesis

Yuchen Mao, Hongwei Li, Wei Pang, Giorgos Papanastasiou, Guang Yang, Chengjia Wang

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

Comments Project Page: https://yuchen20.github.io/SeLoRA.github.io/

2401.14832 2024-08-02 cs.CV 88%

Text Image Inpainting via Global Structure-Guided Diffusion Models

Shipeng Zhu, Pengfei Fang, Chenjie Zhu, Zuoyan Zhao, Qiang Xu, Hui Xue

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

Comments Accepted by AAAI-24

2407.20141 2024-07-30 cs.CV 88%

DDAP: Dual-Domain Anti-Personalization against Text-to-Image Diffusion Models

Jing Yang, Runping Xi, Yingxin Lai, Xun Lin, Zitong Yu

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

Comments Accepted by IJCB 2024

2407.16405 2024-07-24 eess.IV cs.CV 88%

On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models

Deniz Daum, Richard Osuala, Anneliese Riess, Georgios Kaissis, Julia A. Schnabel, Maxime Di Folco

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

2407.14326 2024-07-22 cs.CV cs.AI 88%

Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model

Kun Zhao, Jakub Prokop, Javier Montalt Tordera, Sadegh Mohammadi

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

Comments 13 pages, 4 figures. Submitted to Deep Generative Models workshop @ MICCAI 2024

2407.07249 2024-07-11 cs.CV 88%

Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion

Yu Cao, Shaogang Gong

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

2407.05209 2024-07-09 cs.CV cs.LG 88%

VisioBlend: Sketch and Stroke-Guided Denoising Diffusion Probabilistic Model for Realistic Image Generation

Harshkumar Devmurari, Gautham Kuckian, Prajjwal Vishwakarma, Krunali Vartak

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

Comments 8 pages, 4 figures, 1 table

2404.19475 2024-07-09 cs.CV 88%

TwinDiffusion: Enhancing Coherence and Efficiency in Panoramic Image Generation with Diffusion Models

Teng Zhou, Yongchuan Tang

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

2406.06525 2024-06-11 cs.CV 88%

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Peize Sun, Yi Jiang, Shoufa Chen, Shilong Zhang, Bingyue Peng, Ping Luo, Zehuan Yuan

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

Comments Codes and models: \url{https://github.com/FoundationVision/LlamaGen}

2406.02477 2024-06-05 eess.IV cs.CV cs.LG 88%

Inpainting Pathology in Lumbar Spine MRI with Latent Diffusion

Colin Hansen, Simas Glinskis, Ashwin Raju, Micha Kornreich, JinHyeong Park, Jayashri Pawar, Richard Herzog, Li Zhang, Benjamin Odry

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

2402.18331 2024-06-05 cs.CV 88%

FineDiffusion: Scaling up Diffusion Models for Fine-grained Image Generation with 10,000 Classes

Ziying Pan, Kun Wang, Gang Li, Feihong He, Yongxuan Lai

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

2402.01516 2024-06-04 cs.CV 88%

Cross-view Masked Diffusion Transformers for Person Image Synthesis

Trung X. Pham, Zhang Kang, Chang D. Yoo

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

Comments ICML 2024

2405.14599 2024-05-24 cs.CV cs.LG 88%

Neuroexplicit Diffusion Models for Inpainting of Optical Flow Fields

Tom Fischer, Pascal Peter, Joachim Weickert, Eddy Ilg

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

2405.07776 2024-05-14 cs.CV eess.IV eess.SP 88%

SAR Image Synthesis with Diffusion Models

Denisa Qosja, Simon Wagner, Daniel O'Hagan

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

Comments Published at IEEE Radar Conference 2024

2405.04356 2024-05-08 cs.CV 88%

Diffusion-driven GAN Inversion for Multi-Modal Face Image Generation

Jihyun Kim, Changjae Oh, Hoseok Do, Soohyun Kim, Kwanghoon Sohn

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

Comments Accepted by CVPR 2024

2405.02859 2024-05-07 cs.CV 88%

MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior

Honghua Chen, Chen Change Loy, Xingang Pan

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

Comments 14 pages, 10 figures, conference

2310.02401 2024-05-07 cs.CV cs.CR 88%

FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models

Yingqian Cui, Jie Ren, Yuping Lin, Han Xu, Pengfei He, Yue Xing, Lingjuan Lyu, Wenqi Fan, Hui Liu, Jiliang Tang

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

2405.00760 2024-05-03 cs.CV cs.AI 88%

Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models

Xiaoshi Wu, Yiming Hao, Manyuan Zhang, Keqiang Sun, Zhaoyang Huang, Guanglu Song, Yu Liu, Hongsheng Li

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

Comments N/A

1. 扩散模型 69868 篇

Optical Diffusion Models for Image Generation

Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model

Denoising Diffusion Models for Inpainting of Healthy Brain Tissue

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Multilevel Diffusion: Infinite Dimensional Score-Based Diffusion Models for Image Generation

Semantically Consistent Video Inpainting with Conditional Diffusion Models

Layout Agnostic Scene Text Image Synthesis with Diffusion Models

Diffusion Cocktail: Mixing Domain-Specific Diffusion Models for Diversified Image Generations

COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation

IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis

Comparative Analysis of Generative Models: Enhancing Image Synthesis with VAEs, GANs, and Stable Diffusion

HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting

SeLoRA: Self-Expanding Low-Rank Adaptation of Latent Diffusion Model for Medical Image Synthesis

Text Image Inpainting via Global Structure-Guided Diffusion Models

DDAP: Dual-Domain Anti-Personalization against Text-to-Image Diffusion Models

On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models

Panoptic Segmentation of Mammograms with Text-To-Image Diffusion Model

Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion

VisioBlend: Sketch and Stroke-Guided Denoising Diffusion Probabilistic Model for Realistic Image Generation

TwinDiffusion: Enhancing Coherence and Efficiency in Panoramic Image Generation with Diffusion Models

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Inpainting Pathology in Lumbar Spine MRI with Latent Diffusion

FineDiffusion: Scaling up Diffusion Models for Fine-grained Image Generation with 10,000 Classes

Cross-view Masked Diffusion Transformers for Person Image Synthesis

Neuroexplicit Diffusion Models for Inpainting of Optical Flow Fields

SAR Image Synthesis with Diffusion Models

Diffusion-driven GAN Inversion for Multi-Modal Face Image Generation

MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior

FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models

Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models