图像生成 - arXivDaily 专题

2409.05414 2024-09-10 cs.CR cs.AI cs.CV 83%

CipherDM: Secure Three-Party Inference for Diffusion Model Sampling

Xin Zhao, Xiaojun Chen, Xudong Chen, He Li, Tingyu Fan, Zhendong Zhao

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

2407.11633 2024-09-10 cs.CV 83%

Scaling Diffusion Transformers to 16 Billion Parameters

Zhengcong Fei, Mingyuan Fan, Changqian Yu, Debang Li, Junshi Huang

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

2404.12908 2024-09-10 cs.CV cs.LG eess.IV 83%

Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images

Santosh, Li Lin, Irene Amerini, Xin Wang, Shu Hu

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

2409.03198 2024-09-06 cs.CV 83%

RoomDiffusion: A Specialized Diffusion Model in the Interior Design Industry

Zhaowei Wang, Ying Hao, Hao Wei, Qing Xiao, Lulu Chen, Yulong Li, Yue Yang, Tianyi Li

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

2409.01014 2024-09-04 cs.CV cs.AI 83%

From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model

Xiaojie Xu, Tianshuo Xu, Fulong Ma, Yingcong Chen

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

Comments Accepted at International Conference on Robotics and Automation(ICRA)

2312.08822 2024-09-04 cs.CV 83%

Planning and Rendering: Towards Product Poster Generation with Diffusion Models

Zhaochen Li, Fengheng Li, Wei Feng, Honghe Zhu, Yaoyu Li, Zheng Zhang, Jingjing Lv, Junjie Shen, Zhangang Lin, Jingping Shao, Zhenglu Yang

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

2312.03517 2024-09-04 cs.CV cs.AI 83%

FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models

Junhyuk So, Jungwon Lee, Eunhyeok Park

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

Comments Accepted at ECCV 2024. Code : https://github.com/ECoLab-POSTECH/FRDiff

2312.01464 2024-09-02 physics.med-ph cs.CV eess.IV physics.comp-ph 83%

CT Reconstruction using Diffusion Posterior Sampling conditioned on a Nonlinear Measurement Model

Shudong Li, Xiao Jiang, Matthew Tivnan, Grace J. Gang, Yuan Shen, J. Webster Stayman

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

Comments 24 pages, 12 figures, 1 table, submitted to SPIE Journal of Medical Imaging. Updated with more realistic phantom data, Poisson likelihood, and additional evaluations including hallucination evaluation, performance under multiple noise levels, inference time evaluation, and etc. Changes in authorship is based on unanimous agreement to acknowledge the adding authors' contributions in this work

Journal ref Journal of Medical Imaging 11(4), 043504 (2024)

2408.16467 2024-08-30 cs.NE cs.CV 83%

Spiking Diffusion Models

Jiahang Cao, Hanzhong Guo, Ziqing Wang, Deming Zhou, Hao Cheng, Qiang Zhang, Renjing Xu

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

Comments Accepted by IEEE Transactions on Artificial Intelligence

2408.15890 2024-08-29 cs.CV 83%

Disentangled Diffusion Autoencoder for Harmonization of Multi-site Neuroimaging Data

Ayodeji Ijishakin, Ana Lawry Aguila, Elizabeth Levitis, Ahmed Abdulaal, Andre Altmann, James Cole

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

2402.14780 2024-08-29 cs.CV 83%

Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models

Yixuan Ren, Yang Zhou, Jimei Yang, Jing Shi, Difan Liu, Feng Liu, Mingi Kwon, Abhinav Shrivastava

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

Comments Accepted by ECCV 2024. Project page: https://customize-a-video.github.io

2308.09091 2024-08-29 cs.CV 83%

Edit Temporal-Consistent Videos with Image Diffusion Model

Yuanzhi Wang, Yong Li, Xiaoya Zhang, Xin Liu, Anbo Dai, Antoni B. Chan, Zhen Cui

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

Comments 10 pages, 7 figures

Journal ref ACM TOMM 2024, Codes: https://github.com/mdswyz/TCVE

2408.13858 2024-08-27 cs.CV cs.LG 83%

Draw Like an Artist: Complex Scene Generation with Diffusion Model via Composition, Painting, and Retouching

Minghao Liu, Le Zhang, Yingjie Tian, Xiaochao Qu, Luoqi Liu, Ting Liu

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

2407.20171 2024-08-27 cs.CV 83%

Diffusion Feedback Helps CLIP See Better

Wenxuan Wang, Quan Sun, Fan Zhang, Yepeng Tang, Jing Liu, Xinlong Wang

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

2405.11326 2024-08-25 cs.LG cs.CV 83%

On the Trajectory Regularity of ODE-based Diffusion Sampling

Defang Chen, Zhenyu Zhou, Can Wang, Chunhua Shen, Siwei Lyu

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

Comments ICML 2024, 30 pages. arXiv admin note: text overlap with arXiv:2305.19947

2408.09731 2024-08-22 eess.IV cs.CV 83%

Reconstruct Spine CT from Biplanar X-Rays via Diffusion Learning

Zhi Qiao, Xuhui Liu, Xiaopeng Wang, Runkun Liu, Xiantong Zhen, Pei Dong, Zhen Qian

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

2301.07969 2024-08-20 cs.CV eess.IV 83%

Fast Inference in Denoising Diffusion Models via MMD Finetuning

Emanuele Aiello, Diego Valsesia, Enrico Magli

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

2408.08184 2024-08-16 cs.CV cs.LG 83%

Not Every Image is Worth a Thousand Words: Quantifying Originality in Stable Diffusion

Adi Haviv, Shahar Sarfaty, Uri Hacohen, Niva Elkin-Koren, Roi Livni, Amit H Bermano

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

Comments GenLaw ICML 2024

2408.07516 2024-08-16 cs.CV eess.IV 83%

DIffSteISR: Harnessing Diffusion Prior for Superior Real-world Stereo Image Super-Resolution

Yuanbo Zhou, Xinlin Zhang, Wei Deng, Tao Wang, Tao Tan, Qinquan Gao, Tong Tong

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

2408.07481 2024-08-15 cs.CV 83%

DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency

Xiaojing Zhong, Xinyi Huang, Xiaofeng Yang, Guosheng Lin, Qingyao Wu

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

Comments European Conference on Computer Vision

2408.05927 2024-08-13 cs.CV 83%

A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models

Taehong Moon, Moonseok Choi, EungGu Yun, Jongmin Yoon, Gayoung Lee, Jaewoong Cho, Juho Lee

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

Comments ICML 2024

2312.03027 2024-08-13 cs.CV 83%

Stable Diffusion Exposed: Gender Bias from Prompt to Image

Yankun Wu, Yuta Nakashima, Noa Garcia

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

2408.03748 2024-08-08 cs.CV 83%

Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion Model

Guoqing Zhu, Honghu Pan, Qiang Wang, Chao Tian, Chao Yang, Zhenyu He

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

Comments accepted by ACM MM 2024/ACM MM24

2408.03654 2024-08-08 eess.IV cs.CV 83%

Unsupervised Detection of Fetal Brain Anomalies using Denoising Diffusion Models

Markus Ditlev Sjøgren Olsen, Jakob Ambsdorf, Manxi Lin, Caroline Taksøe-Vester, Morten Bo Søndergaard Svendsen, Anders Nymark Christensen, Mads Nielsen, Martin Grønnebæk Tolsgaard, Aasa Feragen, Paraskevas Pegios

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

Comments Accepted at ASMUS@MICCAI 2024

2408.02752 2024-08-07 cs.CV cs.AI 83%

Diffusion Models as Data Mining Tools

Ioannis Siglidis, Aleksander Holynski, Alexei A. Efros, Mathieu Aubry, Shiry Ginosar

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

Comments Project Page: https://diff-mining.github.io/ Accepted in ECCV 2024

2408.02078 2024-08-06 cs.CV 83%

LDFaceNet: Latent Diffusion-based Network for High-Fidelity Deepfake Generation

Dwij Mehta, Aditya Mehta, Pratik Narang

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

2408.01960 2024-08-06 cs.CV cs.AI 83%

AnomalySD: Few-Shot Multi-Class Anomaly Detection with Stable Diffusion Model

Zhenyu Yan, Qingqing Fang, Wenxi Lv, Qinliang Su

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

Comments 8 pages, 4 figures

2310.19981 2024-08-06 cs.CV 83%

'Person' == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion

Sourojit Ghosh, Aylin Caliskan

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

Comments Upcoming publication, Findings of EMNLP 2023

2310.08442 2024-08-06 cs.CV cs.AI 83%

Unmasking Bias in Diffusion Model Training

Hu Yu, Li Shen, Jie Huang, Hongsheng Li, Feng Zhao

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

Comments Camera ready version of ECCV2024. Codes are available

2408.00418 2024-08-02 cs.CV 83%

Towards Reliable Advertising Image Generation Using Human Feedback

Zhenbang Du, Wei Feng, Haohan Wang, Yaoyu Li, Jingsen Wang, Jian Li, Zheng Zhang, Jingjing Lv, Xin Zhu, Junsheng Jin, Junjie Shen, Zhangang Lin, Jingping Shao

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

Comments ECCV2024

1. 扩散模型 70159 篇

CipherDM: Secure Three-Party Inference for Diffusion Model Sampling

Scaling Diffusion Transformers to 16 Billion Parameters

Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images

RoomDiffusion: A Specialized Diffusion Model in the Interior Design Industry

From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model

Planning and Rendering: Towards Product Poster Generation with Diffusion Models

FRDiff : Feature Reuse for Universal Training-free Acceleration of Diffusion Models

CT Reconstruction using Diffusion Posterior Sampling conditioned on a Nonlinear Measurement Model

Spiking Diffusion Models

Disentangled Diffusion Autoencoder for Harmonization of Multi-site Neuroimaging Data

Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models

Edit Temporal-Consistent Videos with Image Diffusion Model

Draw Like an Artist: Complex Scene Generation with Diffusion Model via Composition, Painting, and Retouching

Diffusion Feedback Helps CLIP See Better

On the Trajectory Regularity of ODE-based Diffusion Sampling

Reconstruct Spine CT from Biplanar X-Rays via Diffusion Learning

Fast Inference in Denoising Diffusion Models via MMD Finetuning

Not Every Image is Worth a Thousand Words: Quantifying Originality in Stable Diffusion

DIffSteISR: Harnessing Diffusion Prior for Superior Real-world Stereo Image Super-Resolution

DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency

A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models

Stable Diffusion Exposed: Gender Bias from Prompt to Image

Data Generation Scheme for Thermal Modality with Edge-Guided Adversarial Conditional Diffusion Model

Unsupervised Detection of Fetal Brain Anomalies using Denoising Diffusion Models

Diffusion Models as Data Mining Tools

LDFaceNet: Latent Diffusion-based Network for High-Fidelity Deepfake Generation

AnomalySD: Few-Shot Multi-Class Anomaly Detection with Stable Diffusion Model

'Person' == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion

Unmasking Bias in Diffusion Model Training

Towards Reliable Advertising Image Generation Using Human Feedback