图像生成 - arXivDaily 专题

2307.02270 2023-07-06 cs.CV cs.AI 79%

SVDM: Single-View Diffusion Model for Pseudo-Stereo 3D Object Detection

Yuguang Shi

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

Comments arXiv admin note: text overlap with arXiv:2203.02112, arXiv:2303.01469 by other authors

2307.02223 2023-07-06 eess.IV cs.CV q-bio.NC 79%

Direct segmentation of brain white matter tracts in diffusion MRI

Hamza Kebiri, Ali Gholipour, Meritxell Bach Cuadra, Davood Karimi

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

2307.02159 2023-07-06 stat.ML cs.CV cs.LG math.AP 79%

DiffFlow: A Unified SDE Framework for Score-Based Diffusion Models and Generative Adversarial Networks

Jingwei Zhang, Han Shi, Jincheng Yu, Enze Xie, Zhenguo Li

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

Comments Tech Report

2307.01924 2023-07-06 cs.CV cs.LG 79%

ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning

Gulcin Baykal, Halil Faruk Karagoz, Taha Binhuraib, Gozde Unal

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

2307.01831 2023-07-06 cs.CV cs.AI cs.LG 79%

DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation

Shentong Mo, Enze Xie, Ruihang Chu, Lewei Yao, Lanqing Hong, Matthias Nießner, Zhenguo Li

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

Comments Project Page: https://dit-3d.github.io/

2307.01346 2023-07-06 cs.CV cs.LG eess.IV 79%

Patch-CNN: Training data-efficient deep learning for high-fidelity diffusion tensor estimation from minimal diffusion protocols

Tobias Goodwin-Allcock, Ting Gong, Robert Gray, Parashkev Nachev, Hui Zhang

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

Comments 12 pages, 6 figures

2210.09643 2023-07-06 cs.LG cs.CV 79%

Improving Adversarial Robustness by Contrastive Guided Diffusion Process

Yidong Ouyang, Liyan Xie, Guang Cheng

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

2307.01064 2023-07-04 cs.CV 79%

TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion Models

Marija Ivanovska, Vitomir Struc, Janez Pers

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

Comments Accepted at 18th International Conference on Machine Vision Applications (MVA)

2307.00781 2023-07-04 cs.CV eess.IV 79%

ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution

Axi Niu, Pham Xuan Trung, Kang Zhang, Jinqiu Sun, Yu Zhu, In So Kweon, Yanning Zhang

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

Comments arXiv admin note: text overlap with arXiv:2302.12831

2307.00222 2023-07-04 cs.LG cs.GR 79%

Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals

Tingting Dan, Jiaqi Ding, Ziquan Wei, Shahar Z Kovalsky, Minjeong Kim, Won Hwa Kim, Guorong Wu

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

Comments 23 papers, 10 figures

2304.05841 2023-07-04 cs.CV 79%

Exploring Diffusion Models for Unsupervised Video Anomaly Detection

Anil Osman Tur, Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci

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

Comments Accepted to IEEE ICIP 2023

2306.17717 2023-07-03 cs.GR eess.IV 79%

Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling

Li Sanqian, Higashita Risa, Fu Huazhu, Li Heng, Niu Jingxuan, Liu Jiang

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

2306.17203 2023-07-03 cs.SD cs.CV cs.LG eess.AS 79%

Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models

Simian Luo, Chuanhao Yan, Chenxu Hu, Hang Zhao

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

2306.17074 2023-06-30 cs.CV cs.AI 79%

Learning Structure-Guided Diffusion Model for 2D Human Pose Estimation

Zhongwei Qiu, Qiansheng Yang, Jian Wang, Xiyu Wang, Chang Xu, Dongmei Fu, Kun Yao, Junyu Han, Errui Ding, Jingdong Wang

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

2304.06408 2023-06-30 cs.CV 79%

Intriguing properties of synthetic images: from generative adversarial networks to diffusion models

Riccardo Corvi, Davide Cozzolino, Giovanni Poggi, Koki Nagano, Luisa Verdoliva

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

2306.16707 2023-06-30 cs.CV 79%

DiffusionSTR: Diffusion Model for Scene Text Recognition

Masato Fujitake

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

Comments Accepted to ICIP 2023

2306.16329 2023-06-29 cs.CV 79%

DiffComplete: Diffusion-based Generative 3D Shape Completion

Ruihang Chu, Enze Xie, Shentong Mo, Zhenguo Li, Matthias Nießner, Chi-Wing Fu, Jiaya Jia

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

Comments Project Page: https://ruihangchu.com/diffcomplete.html

2306.16052 2023-06-29 cs.CV 79%

SVNR: Spatially-variant Noise Removal with Denoising Diffusion

Naama Pearl, Yaron Brodsky, Dana Berman, Assaf Zomet, Alex Rav Acha, Daniel Cohen-Or, Dani Lischinski

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

2306.15733 2023-06-29 cs.CV 79%

Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models

Marija Ivanovska, Vitomir Štruc

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

Comments Published at IWBF 2023

Journal ref 2023 11th International Workshop on Biometrics and Forensics (IWBF)

2306.14132 2023-06-27 cs.CV 79%

DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets

Hyun-Jic Oh, Won-Ki Jeong

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

Comments MICCAI 2023 accepted

2111.04639 2023-06-26 cs.LG cs.CV physics.comp-ph 79%

S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process

Chulin Wang, Kyongmin Yeo, Xiao Jin, Andres Codas, Levente J. Klein, Bruce Elmegreen

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

Comments 9 pages, 8 figures

Journal ref Neural Information Processing Systems (NeurIPS 2021) Workshop

2306.01721 2023-06-23 cs.CV cs.AI 79%

Denoising Diffusion Semantic Segmentation with Mask Prior Modeling

Zeqiang Lai, Yuchen Duan, Jifeng Dai, Ziheng Li, Ying Fu, Hongsheng Li, Yu Qiao, Wenhai Wang

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

2306.12109 2023-06-22 eess.IV cs.CV 79%

DiffuseIR:Diffusion Models For Isotropic Reconstruction of 3D Microscopic Images

Mingjie Pan, Yulu Gan, Fangxu Zhou, Jiaming Liu, Aimin Wang, Shanghang Zhang, Dawei Li

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

2306.12085 2023-06-22 cs.CV eess.IV 79%

HSR-Diff:Hyperspectral Image Super-Resolution via Conditional Diffusion Models

Chanyue Wu, Dong Wang, Hanyu Mao, Ying Li

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

2306.12049 2023-06-22 cs.CV 79%

Ambigram Generation by A Diffusion Model

Takahiro Shirakawa, Seiichi Uchida

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

Comments Accepted at ICDAR 2023

2303.16187 2023-06-22 cs.CV cs.LG 79%

Visual Chain-of-Thought Diffusion Models

William Harvey, Frank Wood

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

2303.05334 2023-06-22 cs.CV cs.AI q-bio.NC 79%

Natural scene reconstruction from fMRI signals using generative latent diffusion

Furkan Ozcelik, Rufin VanRullen

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

2207.03442 2023-06-22 cs.LG cs.CV 79%

Back to the Source: Diffusion-Driven Test-Time Adaptation

Jin Gao, Jialing Zhang, Xihui Liu, Trevor Darrell, Evan Shelhamer, Dequan Wang

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

Comments published at CVPR 2023

2306.11496 2023-06-21 cs.CV 79%

EMoG: Synthesizing Emotive Co-speech 3D Gesture with Diffusion Model

Lianying Yin, Yijun Wang, Tianyu He, Jinming Liu, Wei Zhao, Bohan Li, Xin Jin, Jianxin Lin

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

Comments under review

2206.04514 2023-06-21 eess.IV cs.CV 79%

SAR Despeckling using a Denoising Diffusion Probabilistic Model

Malsha V. Perera, Nithin Gopalakrishnan Nair, Wele Gedara Chaminda Bandara, Vishal M. Patel

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

Comments Our code is available at https://github.com/malshaV/SAR_DDPM

1. 扩散模型 70305 篇

SVDM: Single-View Diffusion Model for Pseudo-Stereo 3D Object Detection

Direct segmentation of brain white matter tracts in diffusion MRI

DiffFlow: A Unified SDE Framework for Score-Based Diffusion Models and Generative Adversarial Networks

ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning

DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation

Patch-CNN: Training data-efficient deep learning for high-fidelity diffusion tensor estimation from minimal diffusion protocols

Improving Adversarial Robustness by Contrastive Guided Diffusion Process

TomatoDIFF: On-plant Tomato Segmentation with Denoising Diffusion Models

ACDMSR: Accelerated Conditional Diffusion Models for Single Image Super-Resolution

Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals

Exploring Diffusion Models for Unsupervised Video Anomaly Detection

Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling

Diff-Foley: Synchronized Video-to-Audio Synthesis with Latent Diffusion Models

Learning Structure-Guided Diffusion Model for 2D Human Pose Estimation

Intriguing properties of synthetic images: from generative adversarial networks to diffusion models

DiffusionSTR: Diffusion Model for Scene Text Recognition

DiffComplete: Diffusion-based Generative 3D Shape Completion

SVNR: Spatially-variant Noise Removal with Denoising Diffusion

Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models

DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets

S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process

Denoising Diffusion Semantic Segmentation with Mask Prior Modeling

DiffuseIR:Diffusion Models For Isotropic Reconstruction of 3D Microscopic Images

HSR-Diff:Hyperspectral Image Super-Resolution via Conditional Diffusion Models

Ambigram Generation by A Diffusion Model

Visual Chain-of-Thought Diffusion Models

Natural scene reconstruction from fMRI signals using generative latent diffusion

Back to the Source: Diffusion-Driven Test-Time Adaptation

EMoG: Synthesizing Emotive Co-speech 3D Gesture with Diffusion Model

SAR Despeckling using a Denoising Diffusion Probabilistic Model