Score Priors Guided Deep Variational Inference for Unsupervised
Real-World Single Image Denoising

Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising

9 August 2023

Papers citing "Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising"

13 / 13 papers shown

Title
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising Tong Li Lizhi Wang Zhiyuan Xu Lin Zhu Wanxuan Lu Hua Huang 98 2 0 21 Dec 2024
Diffusion Priors for Variational Likelihood Estimation and Image Denoising Jun Cheng Shan Tan DiffM 34 0 0 23 Oct 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models Haoyu Chen Wenbo Li Jinjin Gu Jingjing Ren Sixiang Chen Tian-Chun Ye Renjing Pei Kaiwen Zhou Fenglong Song Lei Zhu OffRL 52 10 0 25 Jul 2024
Masked and Shuffled Blind Spot Denoising for Real-World Images Hamadi Chihaoui Paolo Favaro 34 5 0 15 Apr 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder Dihan Zheng Yihang Zou Xiaowen Zhang Chenglong Bao DiffM 21 1 0 26 Mar 2024
Transfer CLIP for Generalizable Image Denoising Junting Cheng Dong Liang Shan Tan VLM 43 12 0 22 Mar 2024
Masked Pre-trained Model Enables Universal Zero-shot Denoiser Xiaoxiao Ma Zhixiang Wei Yi Jin Pengyang Ling Tianle Liu Ben Wang Junkang Dai H. Chen Enhong Chen VLM 43 0 0 26 Jan 2024
Variational Bayes image restoration with compressive autoencoders Maud Biquard Marie Chabert Thomas Oberlin 27 1 0 29 Nov 2023
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling Tong Li Hansen Feng Lizhi Wang Zhiwei Xiong Huan Huang DiffM 34 1 0 08 Jul 2023
Self-Score: Self-Supervised Learning on Score-Based Models for MRI Reconstruction Zhuoxu Cui Chentao Cao Shaonan Liu Qingyong Zhu Jing Cheng Haifeng Wang Yanjie Zhu Dong Liang DiffM MedIm 49 36 0 02 Sep 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 220 787 0 27 Jan 2022
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 128 1,454 0 04 Feb 2021
Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images Tao Huang Songjiang Li Xu Jia Huchuan Lu Jian-zhuo Liu 117 293 0 08 Jan 2021