图像生成 - arXivDaily 专题

2307.08996 2023-07-19 cs.CV 83%

Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond

Yang Zhao, Tingbo Hou, Yu-Chuan Su, Xuhui Jia. Yandong Li, Matthias Grundmann

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

Comments ICCV 2023

2307.08585 2023-07-18 cs.CV 83%

Identity-Preserving Aging of Face Images via Latent Diffusion Models

Sudipta Banerjee, Govind Mittal, Ameya Joshi, Chinmay Hegde, Nasir Memon

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

Comments Accepted to appear in International Joint Conference in Biometrics (IJCB) 2023

2305.14724 2023-07-17 cs.CL cs.AI cs.CV cs.HC 83%

I Spy a Metaphor: Large Language Models and Diffusion Models Co-Create Visual Metaphors

Tuhin Chakrabarty, Arkadiy Saakyan, Olivia Winn, Artemis Panagopoulou, Yue Yang, Marianna Apidianaki, Smaranda Muresan

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

Comments ACL 2023 (Findings)

2307.04978 2023-07-12 cs.CV 83%

Diffusion idea exploration for art generation

Nikhil Verma

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

Comments Report Submitted for degree completion of Master of Science in Applied Computing at University of Toronto

2307.04028 2023-07-11 cs.CV cs.AI cs.LG 83%

Measuring the Success of Diffusion Models at Imitating Human Artists

Stephen Casper, Zifan Guo, Shreya Mogulothu, Zachary Marinov, Chinmay Deshpande, Rui-Jie Yew, Zheng Dai, Dylan Hadfield-Menell

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

Comments Accepted to the 1 st Workshop on Generative AI and Law

2307.02138 2023-07-06 cs.CV 83%

Prompting Diffusion Representations for Cross-Domain Semantic Segmentation

Rui Gong, Martin Danelljan, Han Sun, Julio Delgado Mangas, Luc Van Gool

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

Comments 17 pages, 3 figures, 11 tables

2307.01668 2023-07-06 cs.LG cs.CV stat.ML 83%

Training Energy-Based Models with Diffusion Contrastive Divergences

Weijian Luo, Hao Jiang, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Zhihua Zhang

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

2305.20030 2023-07-06 cs.LG cs.CR cs.CV 83%

Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust

Yuxin Wen, John Kirchenbauer, Jonas Geiping, Tom Goldstein

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

Comments 16 pages, 8 figures, code is available at https://github.com/YuxinWenRick/tree-ring-watermark, fixed the repo link

2210.17106 2023-07-06 cs.CV 83%

Intelligent Painter: Picture Composition With Resampling Diffusion Model

Wing-Fung Ku, Wan-Chi Siu, Xi Cheng, H. Anthony Chan

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

Comments ICIP 2023

2306.13210 2023-06-26 cs.LG cs.CV 83%

Directional diffusion models for graph representation learning

Run Yang, Yuling Yang, Fan Zhou, Qiang Sun

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

2303.07345 2023-06-22 cs.CV 83%

Erasing Concepts from Diffusion Models

Rohit Gandikota, Joanna Materzynska, Jaden Fiotto-Kaufman, David Bau

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

2211.13224 2023-06-22 cs.CV cs.CL cs.LG 83%

Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors

Ryan Burgert, Kanchana Ranasinghe, Xiang Li, Michael S. Ryoo

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

Comments 19 pages; contains appendix

2306.11173 2023-06-21 cs.CV cs.AI cs.LG 83%

GD-VDM: Generated Depth for better Diffusion-based Video Generation

Ariel Lapid, Idan Achituve, Lior Bracha, Ethan Fetaya

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

2306.10441 2023-06-21 cs.CV 83%

Image Harmonization with Diffusion Model

Jiajie Li, Jian Wang, Chen Wang, Jinjun Xiong

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

2303.18080 2023-06-19 cs.CV 83%

One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models

Yasser Benigmim, Subhankar Roy, Slim Essid, Vicky Kalogeiton, Stéphane Lathuilière

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

Comments Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition- Workshop on Generative Models for Computer Vision (CVPR-W 2023)

2303.09289 2023-06-14 cs.LG cs.CR cs.CV 83%

Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations

Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting

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

Comments 46 pages, 37 figures, 5 tables

2306.05544 2023-06-12 cs.CV cs.LG 83%

BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping

Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Lingjie Liu, Josh Susskind

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

Comments In progress

2211.16582 2023-06-08 cs.CV cs.LG eess.IV 83%

SinDDM: A Single Image Denoising Diffusion Model

Vladimir Kulikov, Shahar Yadin, Matan Kleiner, Tomer Michaeli

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

Comments Updated for ICML 2023 and added the Appendix. Note that the images are lightly compressed. Visit our project page for uncompressed results: https://matankleiner.github.io/sinddm/

2305.14849 2023-06-07 cs.CV eess.IV 83%

DuDGAN: Improving Class-Conditional GANs via Dual-Diffusion

Taesun Yeom, Minhyeok Lee

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

Comments 8 page, 3 figures, supplementary material included

2304.13416 2023-06-07 eess.IV cs.CV 83%

DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models

Shitong Shao, Xiaohan Yuan, Zhen Huang, Ziming Qiu, Shuai Wang, Kevin Zhou

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

Comments Accepted by IJCAI workshop (1st International Workshop on Generalizing from Limited Resources in the Open World). pre-version was rejected by MICCAI

2210.00586 2023-06-07 cs.CV 83%

Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2

Ali Borji

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

Comments dataset link udated!

2305.14742 2023-06-06 cs.CV 83%

ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation

Dongxu Yue, Qin Guo, Munan Ning, Jiaxi Cui, Yuesheng Zhu, Li Yuan

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

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

1. 扩散模型 70196 篇

Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond

Identity-Preserving Aging of Face Images via Latent Diffusion Models

I Spy a Metaphor: Large Language Models and Diffusion Models Co-Create Visual Metaphors

Diffusion idea exploration for art generation

Measuring the Success of Diffusion Models at Imitating Human Artists

Prompting Diffusion Representations for Cross-Domain Semantic Segmentation

Training Energy-Based Models with Diffusion Contrastive Divergences

Tree-Ring Watermarks: Fingerprints for Diffusion Images that are Invisible and Robust

Intelligent Painter: Picture Composition With Resampling Diffusion Model

Directional diffusion models for graph representation learning

Erasing Concepts from Diffusion Models

Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors

GD-VDM: Generated Depth for better Diffusion-based Video Generation

Image Harmonization with Diffusion Model

One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models

Class Attribute Inference Attacks: Inferring Sensitive Class Information by Diffusion-Based Attribute Manipulations

BOOT: Data-free Distillation of Denoising Diffusion Models with Bootstrapping

SinDDM: A Single Image Denoising Diffusion Model

DuDGAN: Improving Class-Conditional GANs via Dual-Diffusion

DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models

Generated Faces in the Wild: Quantitative Comparison of Stable Diffusion, Midjourney and DALL-E 2

ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation

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