图像生成 - arXivDaily 专题

2306.01322 2023-06-05 cs.LG cs.CR cs.CV 83%

Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models

Virginia Fernandez, Pedro Sanchez, Walter Hugo Lopez Pinaya, Grzegorz Jacenków, Sotirios A. Tsaftaris, Jorge Cardoso

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

2306.00926 2023-06-02 cs.CV 83%

Inserting Anybody in Diffusion Models via Celeb Basis

Ge Yuan, Xiaodong Cun, Yong Zhang, Maomao Li, Chenyang Qi, Xintao Wang, Ying Shan, Huicheng Zheng

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

Comments Project page: http://celeb-basis.github.io ; Github repository: https://github.com/ygtxr1997/CelebBasis

2303.13703 2023-06-02 cs.CV cs.AI cs.LG 83%

End-to-End Diffusion Latent Optimization Improves Classifier Guidance

Bram Wallace, Akash Gokul, Stefano Ermon, Nikhil Naik

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

2305.20086 2023-06-01 cs.LG cs.CR cs.CV 83%

Understanding and Mitigating Copying in Diffusion Models

Gowthami Somepalli, Vasu Singla, Micah Goldblum, Jonas Geiping, Tom Goldstein

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

Comments 17 pages, preprint. Code is available at https://github.com/somepago/DCR

2305.19256 2023-05-31 cs.LG cs.AI cs.CV cs.IT math.IT 83%

Ambient Diffusion: Learning Clean Distributions from Corrupted Data

Giannis Daras, Kulin Shah, Yuval Dagan, Aravind Gollakota, Alexandros G. Dimakis, Adam Klivans

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

Comments 24 pages, 11 figures

2305.19193 2023-05-31 cs.CV 83%

Video ControlNet: Towards Temporally Consistent Synthetic-to-Real Video Translation Using Conditional Image Diffusion Models

Ernie Chu, Shuo-Yen Lin, Jun-Cheng Chen

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

2305.12410 2023-05-23 cs.CV 83%

DiffUCD:Unsupervised Hyperspectral Image Change Detection with Semantic Correlation Diffusion Model

Xiangrong Zhang, Shunli Tian, Guanchun Wang, Huiyu Zhou, Licheng Jiao

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

2305.12170 2023-05-23 eess.IV cs.CV 83%

Dual-Diffusion: Dual Conditional Denoising Diffusion Probabilistic Models for Blind Super-Resolution Reconstruction in RSIs

Mengze Xu, Jie Ma, Yuanyuan Zhu

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

Comments 5 pages, 3 figures

2305.12144 2023-05-23 cs.CV cs.AI 83%

DiffCap: Exploring Continuous Diffusion on Image Captioning

Yufeng He, Zefan Cai, Xu Gan, Baobao Chang

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

2303.12538 2023-05-23 cs.CV cs.RO 83%

Affordance Diffusion: Synthesizing Hand-Object Interactions

Yufei Ye, Xueting Li, Abhinav Gupta, Shalini De Mello, Stan Birchfield, Jiaming Song, Shubham Tulsiani, Sifei Liu

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

Comments accepted to CVPR22, change fig 2 from .pdf to .jpg for adobe compatibility

2305.10028 2023-05-18 cs.CV 83%

Pyramid Diffusion Models For Low-light Image Enhancement

Dewei Zhou, Zongxin Yang, Yi Yang

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

Comments IJCAI2023

2305.06402 2023-05-12 cs.CV 83%

Analyzing Bias in Diffusion-based Face Generation Models

Malsha V. Perera, Vishal M. Patel

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

2211.11018 2023-05-12 cs.CV 83%

MagicVideo: Efficient Video Generation With Latent Diffusion Models

Daquan Zhou, Weimin Wang, Hanshu Yan, Weiwei Lv, Yizhe Zhu, Jiashi Feng

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

2305.04457 2023-05-09 cs.CV 83%

Real-World Denoising via Diffusion Model

Cheng Yang, Lijing Liang, Zhixun Su

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

2304.12519 2023-05-09 cs.CL cs.CV cs.LG 83%

GlyphDiffusion: Text Generation as Image Generation

Junyi Li, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen

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

Comments working in progress

2304.13214 2023-04-27 cs.CV cs.LG eess.IV 83%

Single-View Height Estimation with Conditional Diffusion Probabilistic Models

Isaac Corley, Peyman Najafirad

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

2211.05105 2023-04-27 cs.CV cs.AI cs.LG 83%

Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models

Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting

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

Comments Proceedings of the 22nd IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

2304.09787 2023-04-20 cs.CV 83%

NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models

Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler

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

Comments CVPR 2023

2210.12315 2023-04-17 cs.CV 83%

Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model

Zhiyuan Ren, Zhihong Pan, Xin Zhou, Le Kang

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

Comments Accepted by ICASSP 2023

2304.05568 2023-04-13 cs.CV cs.AI 83%

Improving Diffusion Models for Scene Text Editing with Dual Encoders

Jiabao Ji, Guanhua Zhang, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian Price, Shiyu Chang

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

Comments 22 pages, 19 figures

2304.05233 2023-04-12 eess.IV cs.CV cs.LG 83%

Mask-conditioned latent diffusion for generating gastrointestinal polyp images

Roman Macháček, Leila Mozaffari, Zahra Sepasdar, Sravanthi Parasa, Pål Halvorsen, Michael A. Riegler, Vajira Thambawita

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

2304.04820 2023-04-12 cs.CV 83%

Binary Latent Diffusion

Ze Wang, Jiang Wang, Zicheng Liu, Qiang Qiu

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

2304.04774 2023-04-12 cs.CV cs.AI eess.IV 83%

DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion

ZiHan Cao, ShiQi Cao, Xiao Wu, JunMing Hou, Ran Ran, Liang-Jian Deng

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

2304.03283 2023-04-07 cs.CV 83%

Diffusion Models as Masked Autoencoders

Chen Wei, Karttikeya Mangalam, Po-Yao Huang, Yanghao Li, Haoqi Fan, Hu Xu, Huiyu Wang, Cihang Xie, Alan Yuille, Christoph Feichtenhofer

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

Comments Tech report. Project page: https://weichen582.github.io/diffmae.html

2304.02827 2023-04-07 cs.CV cs.AI 83%

DITTO-NeRF: Diffusion-based Iterative Text To Omni-directional 3D Model

Hoigi Seo, Hayeon Kim, Gwanghyun Kim, Se Young Chun

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

Comments Project page: https://janeyeon.github.io/ditto-nerf/

2304.01053 2023-04-04 cs.CV 83%

ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis

Xuan Xu, Saarthak Kapse, Rajarsi Gupta, Prateek Prasanna

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

Comments Submitted to MICCAI 2023

2303.16378 2023-04-04 cs.CV 83%

A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion

Haomin Zhuang, Yihua Zhang, Sijia Liu

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

Comments The 3rd Workshop of Adversarial Machine Learning on Computer Vision: Art of Robustness

2304.00520 2023-04-04 cs.CV 83%

Textile Pattern Generation Using Diffusion Models

Halil Faruk Karagoz, Gulcin Baykal, Irem Arikan Eksi, Gozde Unal

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

Comments Accepted at ITFC 2023

2303.17604 2023-03-31 cs.CV 83%

Token Merging for Fast Stable Diffusion

Daniel Bolya, Judy Hoffman

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

Comments Check out the code at https://github.com/dbolya/tomesd

2303.17076 2023-03-31 cs.CV cs.LG 83%

DiffCollage: Parallel Generation of Large Content with Diffusion Models

Qinsheng Zhang, Jiaming Song, Xun Huang, Yongxin Chen, Ming-Yu Liu

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

Comments CVPR 2023 project page https://research.nvidia.com/labs/dir/diffcollage

1. 扩散模型 70051 篇

Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models

Inserting Anybody in Diffusion Models via Celeb Basis

End-to-End Diffusion Latent Optimization Improves Classifier Guidance

Understanding and Mitigating Copying in Diffusion Models

Ambient Diffusion: Learning Clean Distributions from Corrupted Data

Video ControlNet: Towards Temporally Consistent Synthetic-to-Real Video Translation Using Conditional Image Diffusion Models

DiffUCD:Unsupervised Hyperspectral Image Change Detection with Semantic Correlation Diffusion Model

Dual-Diffusion: Dual Conditional Denoising Diffusion Probabilistic Models for Blind Super-Resolution Reconstruction in RSIs

DiffCap: Exploring Continuous Diffusion on Image Captioning

Affordance Diffusion: Synthesizing Hand-Object Interactions

Pyramid Diffusion Models For Low-light Image Enhancement

Analyzing Bias in Diffusion-based Face Generation Models

MagicVideo: Efficient Video Generation With Latent Diffusion Models

Real-World Denoising via Diffusion Model

GlyphDiffusion: Text Generation as Image Generation

Single-View Height Estimation with Conditional Diffusion Probabilistic Models

Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models

NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models

Diffusion Motion: Generate Text-Guided 3D Human Motion by Diffusion Model

Improving Diffusion Models for Scene Text Editing with Dual Encoders

Mask-conditioned latent diffusion for generating gastrointestinal polyp images

Binary Latent Diffusion

DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion

Diffusion Models as Masked Autoencoders

DITTO-NeRF: Diffusion-based Iterative Text To Omni-directional 3D Model

ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis

A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion

Textile Pattern Generation Using Diffusion Models

Token Merging for Fast Stable Diffusion

DiffCollage: Parallel Generation of Large Content with Diffusion Models