图像生成 - arXivDaily 专题

2305.15660 2023-05-26 cs.CV 79%

Zero-shot Generation of Training Data with Denoising Diffusion Probabilistic Model for Handwritten Chinese Character Recognition

Dongnan Gui, Kai Chen, Haisong Ding, Qiang Huo

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

2305.13705 2023-05-24 cs.CV 79%

DiffHand: End-to-End Hand Mesh Reconstruction via Diffusion Models

Lijun Li, Li'an Zhuo, Bang Zhang, Liefeng Bo, Chen Chen

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

2305.12954 2023-05-23 cs.CV 79%

Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation?

Zheng Li, Yuxuan Li, Penghai Zhao, Renjie Song, Xiang Li, Jian Yang

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

2305.12683 2023-05-23 cs.CV cs.AI 79%

Mist: Towards Improved Adversarial Examples for Diffusion Models

Chumeng Liang, Xiaoyu Wu

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

Comments Working paper

2305.10853 2023-05-23 cs.CV 79%

LDM3D: Latent Diffusion Model for 3D

Gabriela Ben Melech Stan, Diana Wofk, Scottie Fox, Alex Redden, Will Saxton, Jean Yu, Estelle Aflalo, Shao-Yen Tseng, Fabio Nonato, Matthias Muller, Vasudev Lal

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

2305.11846 2023-05-22 cs.CV cs.CL cs.LG cs.SD eess.AS 79%

Any-to-Any Generation via Composable Diffusion

Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal

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

Comments Project Page: https://codi-gen.github.io

2305.11067 2023-05-22 cs.CV cs.AI cs.LG 79%

Generating coherent comic with rich story using ChatGPT and Stable Diffusion

Ze Jin, Zorina Song

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

2304.12141 2023-05-22 cs.LG cs.CV stat.ML 79%

Variational Diffusion Auto-encoder: Latent Space Extraction from Pre-trained Diffusion Models

Georgios Batzolis, Jan Stanczuk, Carola-Bibiane Schönlieb

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

Comments arXiv admin note: text overlap with arXiv:2212.12611, arXiv:2207.09786

2301.13862 2023-05-22 cs.LG cs.CR cs.CV 79%

Salient Conditional Diffusion for Defending Against Backdoor Attacks

Brandon B. May, N. Joseph Tatro, Dylan Walker, Piyush Kumar, Nathan Shnidman

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

Comments 14 pages, 5 figures. Edit: Added new baselines

2305.11089 2023-05-19 cs.LG cs.CV 79%

Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces

Javier E Santos, Zachary R. Fox, Nicholas Lubbers, Yen Ting Lin

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

Comments 29 pages, 13 figures, 2 tables. Accepted by the 40th International Conference on Machine Learning, Honolulu, Hawaii, USA

2305.10388 2023-05-18 cs.LG cs.CR cs.CV 79%

Raising the Bar for Certified Adversarial Robustness with Diffusion Models

Thomas Altstidl, David Dobre, Björn Eskofier, Gauthier Gidel, Leo Schwinn

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

2305.09847 2023-05-18 cs.LG cs.CV 79%

Selective Guidance: Are All the Denoising Steps of Guided Diffusion Important?

Pareesa Ameneh Golnari, Zhewei Yao, Yuxiong He

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

Comments 7 pages

2305.09447 2023-05-18 cs.CV 79%

Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model

Fenghe Tang, Jianrui Ding, Lingtao Wang, Min Xian, Chunping Ning

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

Comments 10 pages, 8 figures, Released code for https://github.com/FengheTan9/Multi-Level-Global-Context-Cross-Consistency

2305.09401 2023-05-17 cs.CV cs.AI 79%

Diffusion Dataset Generation: Towards Closing the Sim2Real Gap for Pedestrian Detection

Andrew Farley, Mohsen Zand, Michael Greenspan

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

Comments 8 pages, 4 figures, Accepted to CRV2023 conference

2305.08694 2023-05-16 cs.CV cs.AI 79%

A Reproducible Extraction of Training Images from Diffusion Models

Ryan Webster

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

2305.08092 2023-05-16 cs.LG cs.CV 79%

Meta-DM: Applications of Diffusion Models on Few-Shot Learning

Wentao Hu, Xiurong Jiang, Jiarun Liu, Yuqi Yang, Hui Tian

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

2303.17559 2023-05-16 cs.CV 79%

DDP: Diffusion Model for Dense Visual Prediction

Yuanfeng Ji, Zhe Chen, Enze Xie, Lanqing Hong, Xihui Liu, Zhaoqiang Liu, Tong Lu, Zhenguo Li, Ping Luo

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

Comments Added controlnet exp

2305.06813 2023-05-12 eess.IV cs.CV 79%

Generation of Structurally Realistic Retinal Fundus Images with Diffusion Models

Sojung Go, Younghoon Ji, Sang Jun Park, Soochahn Lee

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

Comments 9 pages, 6 figures

2301.04474 2023-05-12 cs.CV cs.LG cs.SD eess.AS 79%

Speech Driven Video Editing via an Audio-Conditioned Diffusion Model

Dan Bigioi, Shubhajit Basak, Michał Stypułkowski, Maciej Zięba, Hugh Jordan, Rachel McDonnell, Peter Corcoran

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

Comments 8 Pages, code and project page available here: https://danbigioi.github.io/DiffusionVideoEditing/

2305.05768 2023-05-11 cs.CV cs.LG 79%

DifFIQA: Face Image Quality Assessment Using Denoising Diffusion Probabilistic Models

Žiga Babnik, Peter Peer, Vitomir Štruc

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

2305.02594 2023-05-10 cs.CV 79%

Multimodal-driven Talking Face Generation via a Unified Diffusion-based Generator

Chao Xu, Shaoting Zhu, Junwei Zhu, Tianxin Huang, Jiangning Zhang, Ying Tai, Yong Liu

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

2305.04919 2023-05-09 cs.HC cs.MM 79%

DiffuseStyleGesture: Stylized Audio-Driven Co-Speech Gesture Generation with Diffusion Models

Sicheng Yang, Zhiyong Wu, Minglei Li, Zhensong Zhang, Lei Hao, Weihong Bao, Ming Cheng, Long Xiao

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

Comments 11 pages, 9 figures, IJCAI 2023

2212.05895 2023-05-09 cs.CV 79%

Diff-Font: Diffusion Model for Robust One-Shot Font Generation

Haibin He, Xinyuan Chen, Chaoyue Wang, Juhua Liu, Bo Du, Dacheng Tao, Yu Qiao

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

2305.03486 2023-05-08 cs.GR 79%

Iterative $α$-(de)Blending: a Minimalist Deterministic Diffusion Model

Eric Heitz, Laurent Belcour, Thomas Chambon

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

Journal ref SIGGRAPH 2023 Conference Proceedings

2305.02567 2023-05-05 cs.CV 79%

LayoutDM: Transformer-based Diffusion Model for Layout Generation

Shang Chai, Liansheng Zhuang, Fengying Yan

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

Comments Accepted by CVPR 2023

2210.02438 2023-05-05 cs.RO cs.CV cs.LG 79%

DALL-E-Bot: Introducing Web-Scale Diffusion Models to Robotics

Ivan Kapelyukh, Vitalis Vosylius, Edward Johns

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

Comments Webpage and videos: ( https://www.robot-learning.uk/dall-e-bot ) Published in IEEE Robotics and Automation Letters (RA-L)

2305.00042 2023-05-02 eess.IV cs.CV 79%

Cycle-guided Denoising Diffusion Probability Model for 3D Cross-modality MRI Synthesis

Shaoyan Pan, Chih-Wei Chang, Junbo Peng, Jiahan Zhang, Richard L. J. Qiu, Tonghe Wang, Justin Roper, Tian Liu, Hui Mao, Xiaofeng Yang

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

2304.14473 2023-05-01 cs.CV cs.AI cs.LG 79%

Learning a Diffusion Prior for NeRFs

Guandao Yang, Abhijit Kundu, Leonidas J. Guibas, Jonathan T. Barron, Ben Poole

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

2304.11446 2023-04-25 cs.CV cs.AI 79%

Fast Diffusion Probabilistic Model Sampling through the lens of Backward Error Analysis

Yansong Gao, Zhihong Pan, Xin Zhou, Le Kang, Pratik Chaudhari

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

Comments arXiv admin note: text overlap with arXiv:2101.12176 by other authors

2211.07740 2023-04-24 cs.LG cs.CV 79%

Denoising diffusion models for out-of-distribution detection

Mark S. Graham, Walter H. L. Pinaya, Petru-Daniel Tudosiu, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso

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

1. 扩散模型 70406 篇

Zero-shot Generation of Training Data with Denoising Diffusion Probabilistic Model for Handwritten Chinese Character Recognition

DiffHand: End-to-End Hand Mesh Reconstruction via Diffusion Models

Is Synthetic Data From Diffusion Models Ready for Knowledge Distillation?

Mist: Towards Improved Adversarial Examples for Diffusion Models

LDM3D: Latent Diffusion Model for 3D

Any-to-Any Generation via Composable Diffusion

Generating coherent comic with rich story using ChatGPT and Stable Diffusion

Variational Diffusion Auto-encoder: Latent Space Extraction from Pre-trained Diffusion Models

Salient Conditional Diffusion for Defending Against Backdoor Attacks

Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces

Raising the Bar for Certified Adversarial Robustness with Diffusion Models

Selective Guidance: Are All the Denoising Steps of Guided Diffusion Important?

Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model

Diffusion Dataset Generation: Towards Closing the Sim2Real Gap for Pedestrian Detection

A Reproducible Extraction of Training Images from Diffusion Models

Meta-DM: Applications of Diffusion Models on Few-Shot Learning

DDP: Diffusion Model for Dense Visual Prediction

Generation of Structurally Realistic Retinal Fundus Images with Diffusion Models

Speech Driven Video Editing via an Audio-Conditioned Diffusion Model

DifFIQA: Face Image Quality Assessment Using Denoising Diffusion Probabilistic Models

Multimodal-driven Talking Face Generation via a Unified Diffusion-based Generator

DiffuseStyleGesture: Stylized Audio-Driven Co-Speech Gesture Generation with Diffusion Models

Diff-Font: Diffusion Model for Robust One-Shot Font Generation

Iterative $α$-(de)Blending: a Minimalist Deterministic Diffusion Model

LayoutDM: Transformer-based Diffusion Model for Layout Generation

DALL-E-Bot: Introducing Web-Scale Diffusion Models to Robotics

Cycle-guided Denoising Diffusion Probability Model for 3D Cross-modality MRI Synthesis

Learning a Diffusion Prior for NeRFs

Fast Diffusion Probabilistic Model Sampling through the lens of Backward Error Analysis

Denoising diffusion models for out-of-distribution detection