图像生成 - arXivDaily 专题

2302.03018 2023-02-07 eess.IV cs.CV 79%

DDM$^2$: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models

Tiange Xiang, Mahmut Yurt, Ali B Syed, Kawin Setsompop, Akshay Chaudhari

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

Comments To appear in ICLR 2023

2302.03011 2023-02-07 cs.CV 79%

Structure and Content-Guided Video Synthesis with Diffusion Models

Patrick Esser, Johnathan Chiu, Parmida Atighehchian, Jonathan Granskog, Anastasis Germanidis

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

Comments Project page at https://research.runwayml.com/gen1

2302.02412 2023-02-07 cs.CV cs.AI cs.LG 79%

Mixture of Diffusers for scene composition and high resolution image generation

Álvaro Barbero Jiménez

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

2302.02398 2023-02-07 cs.CV 79%

Diffusion Model for Generative Image Denoising

Yutong Xie, Minne Yuan, Bin Dong, Quanzheng Li

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

2302.02057 2023-02-07 cs.CV 79%

Semantic Diffusion Network for Semantic Segmentation

Haoru Tan, Sitong Wu, Jimin Pi

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

Comments Accepted by NeurIPS2022

2209.15264 2023-02-02 cs.CV cs.AI cs.LG stat.ML 79%

Diffusion-based Image Translation using Disentangled Style and Content Representation

Gihyun Kwon, Jong Chul Ye

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

Comments ICLR 2023 camera ready

2301.13743 2023-02-01 cs.CV cs.AI cs.LG stat.ML 79%

Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion

Zihao Wang, Yingyu Yang, Maxime Sermesant, Hervé Delingette, Ona Wu

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

2301.13188 2023-01-31 cs.CR cs.CV cs.LG 79%

Extracting Training Data from Diffusion Models

Nicholas Carlini, Jamie Hayes, Milad Nasr, Matthew Jagielski, Vikash Sehwag, Florian Tramèr, Borja Balle, Daphne Ippolito, Eric Wallace

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

2212.08861 2023-01-31 cs.CV 79%

DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic Models

Gyeongnyeon Kim, Wooseok Jang, Gyuseong Lee, Susung Hong, Junyoung Seo, Seungryong Kim

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

Comments Project page is available at https://ku-cvlab.github.io/DAG/

2301.11785 2023-01-30 cs.CV 79%

Dual Diffusion Architecture for Fisheye Image Rectification: Synthetic-to-Real Generalization

Shangrong Yang, Chunyu Lin, Kang Liao, Yao Zhao

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

2301.06871 2023-01-18 cs.LG cs.CR cs.CV 79%

Denoising Diffusion Probabilistic Models as a Defense against Adversarial Attacks

Lars Lien Ankile, Anna Midgley, Sebastian Weisshaar

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

2301.06015 2023-01-18 cs.CV 79%

Diffusion-based Generation, Optimization, and Planning in 3D Scenes

Siyuan Huang, Zan Wang, Puhao Li, Baoxiong Jia, Tengyu Liu, Yixin Zhu, Wei Liang, Song-Chun Zhu

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

Comments 20 pages

2210.07411 2023-01-18 cs.CV 79%

TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography

Tengfei Xue, Fan Zhang, Leo R. Zekelman, Chaoyi Zhang, Yuqian Chen, Suheyla Cetin-Karayumak, Steve Pieper, William M. Wells, Yogesh Rathi, Nikos Makris, Weidong Cai, Lauren J. O'Donnell

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

Comments 28 pages, 4 figures

2301.03027 2023-01-10 eess.IV cs.CV cs.LG 79%

Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction

Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye

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

2301.01911 2023-01-06 eess.IV cs.CV 79%

TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography

Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell

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

Comments 5 pages, 3 figures

2301.00527 2023-01-03 cs.CV 79%

Diffusion Probabilistic Models for Scene-Scale 3D Categorical Data

Jumin Lee, Woobin Im, Sebin Lee, Sung-Eui Yoon

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

2301.00409 2023-01-03 cs.CV cs.AI 79%

Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification

Shizhan Gong, Cheng Chen, Yuqi Gong, Nga Yan Chan, Wenao Ma, Calvin Hoi-Kwan Mak, Jill Abrigo, Qi Dou

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

Comments 12 pages, 5 figures

2212.13344 2022-12-29 cs.CV 79%

DiffFace: Diffusion-based Face Swapping with Facial Guidance

Kihong Kim, Yunho Kim, Seokju Cho, Junyoung Seo, Jisu Nam, Kychul Lee, Seungryong Kim, KwangHee Lee

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

Comments Project Page: https://hxngiee.github.io/DiffFace

2212.10805 2022-12-22 cs.SI cs.CV cs.IR 79%

Beyond Information Exchange: An Approach to Deploy Network Properties for Information Diffusion

Soumita Das, Anupam Biswas, Ravi Kishore Devarapalli

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

Comments To be published in BigDML 2021

2211.15076 2022-12-20 cs.CV cs.AI cs.CL 79%

Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning

Xian Zhong, Zipeng Li, Shuqin Chen, Kui Jiang, Chen Chen, Mang Ye

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

2205.11495 2022-12-19 cs.CV cs.LG 79%

Flexible Diffusion Modeling of Long Videos

William Harvey, Saeid Naderiparizi, Vaden Masrani, Christian Weilbach, Frank Wood

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

2212.07352 2022-12-15 cs.CV 79%

Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors

Kangfu Mei, Nithin Gopalakrishnan Nair, Vishal M. Patel

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

2212.03860 2022-12-13 cs.LG cs.CV cs.CY 79%

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models

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

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

Comments Updated draft with the following changes (1) Clarified the LAION Aesthetics versions everywhere (2) Correction on which LAION Aesthetics version SD - 1.4 is finetuned on and updated figure 12 based on this (3) A section on possible causes of replication

2212.03630 2022-12-08 eess.IV cs.CV 79%

One Sample Diffusion Model in Projection Domain for Low-Dose CT Imaging

Bin Huang, Liu Zhang, Shiyu Lu, Boyu Lin, Weiwen Wu, Qiegen Liu

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

Comments 11 pages, 11 figures. arXiv admin note: text overlap with arXiv:2211.13926

2212.03267 2022-12-08 cs.CV 79%

NeRDi: Single-View NeRF Synthesis with Language-Guided Diffusion as General Image Priors

Congyue Deng, Chiyu "Max'' Jiang, Charles R. Qi, Xinchen Yan, Yin Zhou, Leonidas Guibas, Dragomir Anguelov

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

2212.03250 2022-12-08 cs.CV 79%

Neural Cell Video Synthesis via Optical-Flow Diffusion

Manuel Serna-Aguilera, Khoa Luu, Nathaniel Harris, Min Zou

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

Comments 9 pages, 2 tables, 7 figures

2212.00774 2022-12-02 cs.CV cs.LG 79%

Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation

Haochen Wang, Xiaodan Du, Jiahao Li, Raymond A. Yeh, Greg Shakhnarovich

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

Comments project page https://pals.ttic.edu/p/score-jacobian-chaining

2212.00235 2022-12-02 cs.CV 79%

VIDM: Video Implicit Diffusion Models

Kangfu Mei, Vishal M. Patel

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

Comments AAAI2023 https://kfmei.page/vidm/

2211.16487 2022-11-30 cs.CV 79%

DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models

Karl Holmquist, Bastian Wandt

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

2211.15462 2022-11-29 cs.CV cs.AI cs.CL 79%

Investigating Prompt Engineering in Diffusion Models

Sam Witteveen, Martin Andrews

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

Comments Paper submitted for Creativity and Design workshop at NeurIPS 2022. (4 pages including references + 7 page appendix). We would like to thank Google and the ML Developer Programs Team for their assistance and compute credits used in the experiments for this paper

1. 扩散模型 70406 篇

DDM$^2$: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models

Structure and Content-Guided Video Synthesis with Diffusion Models

Mixture of Diffusers for scene composition and high resolution image generation

Diffusion Model for Generative Image Denoising

Semantic Diffusion Network for Semantic Segmentation

Diffusion-based Image Translation using Disentangled Style and Content Representation

Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion

Extracting Training Data from Diffusion Models

DAG: Depth-Aware Guidance with Denoising Diffusion Probabilistic Models

Dual Diffusion Architecture for Fisheye Image Rectification: Synthetic-to-Real Generalization

Denoising Diffusion Probabilistic Models as a Defense against Adversarial Attacks

Diffusion-based Generation, Optimization, and Planning in 3D Scenes

TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography

Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction

TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography

Diffusion Probabilistic Models for Scene-Scale 3D Categorical Data

Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification

DiffFace: Diffusion-based Face Swapping with Facial Guidance

Beyond Information Exchange: An Approach to Deploy Network Properties for Information Diffusion

Refined Semantic Enhancement towards Frequency Diffusion for Video Captioning

Flexible Diffusion Modeling of Long Videos

Bi-Noising Diffusion: Towards Conditional Diffusion Models with Generative Restoration Priors

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models

One Sample Diffusion Model in Projection Domain for Low-Dose CT Imaging

NeRDi: Single-View NeRF Synthesis with Language-Guided Diffusion as General Image Priors

Neural Cell Video Synthesis via Optical-Flow Diffusion

Score Jacobian Chaining: Lifting Pretrained 2D Diffusion Models for 3D Generation

VIDM: Video Implicit Diffusion Models

DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models

Investigating Prompt Engineering in Diffusion Models