Rethinking Deep Image Prior for Denoising

29 August 2021

Papers citing "Rethinking Deep Image Prior for Denoising"

30 / 30 papers shown

Title
Optimize the Unseen - Fast NeRF Cleanup with Free Space Prior Leo Segre S. Avidan 3DGS 96 0 0 17 Dec 2024
Chasing Better Deep Image Priors between Over- and Under-parameterization Qiming Wu Xiaohan Chen Yi Ding Zhangyang Wang 67 1 0 31 Oct 2024
Patch-Based Diffusion Models Beat Whole-Image Models for Mismatched Distribution Inverse Problems Jason Hu Bowen Song Jeffrey A. Fessler Liyue Shen DiffM 33 3 0 15 Oct 2024
Image Denoising Using Green Channel Prior Zhaoming Kong Fangxi Deng Xiaowei Yang 45 0 0 12 Aug 2024
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems Hyungjin Chung Jong Chul Ye DiffM 50 7 0 15 Jul 2024
Optimal Eye Surgeon: Finding Image Priors through Sparse Generators at Initialization Avrajit Ghosh Xitong Zhang Kenneth K. Sun Qing Qu S. Ravishankar Rongrong Wang MedIm 43 5 0 07 Jun 2024
Sensitivity Decouple Learning for Image Compression Artifacts Reduction Li Ma Yifan Zhao Peixi Peng Yonghong Tian 33 3 0 15 May 2024
SDIP: Self-Reinforcement Deep Image Prior Framework for Image Processing Ziyu Shu Zhixin Pan 28 2 0 17 Apr 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 48 0 0 23 Feb 2024
A unified framework of non-local parametric methods for image denoising Sébastien Herbreteau Charles Kervrann 27 0 0 21 Feb 2024
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction Shijun Liang Evan Bell Qing Qu Rongrong Wang S. Ravishankar 33 6 0 06 Feb 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 46 2 0 26 Jan 2024
Deep Internal Learning: Deep Learning from a Single Input Tom Tirer Raja Giryes Se Young Chun Yonina C. Eldar 36 3 0 12 Dec 2023
JPEG Information Regularized Deep Image Prior for Denoising Tsukasa Takagi Shinya Ishizaki Shin-ichi Maeda DiffM 13 0 0 02 Oct 2023
Recurrent Spike-based Image Restoration under General Illumination Lin Zhu Yunlong Zheng Mengyue Geng Lizhi Wang Huan Huang 28 6 0 06 Aug 2023
GSURE-Based Diffusion Model Training with Corrupted Data Bahjat Kawar Noam Elata T. Michaeli Michael Elad DiffM 37 30 0 22 May 2023
Learning Self-Prior for Mesh Inpainting Using Self-Supervised Graph Convolutional Networks Shota Hattori Tatsuya Yatagawa Y. Ohtake H. Suzuki SSL AI4CE 3DPC 32 1 0 01 May 2023
The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior Yilin Liu Jiang-Ping Li Yunkui Pang Dong Nie P. Yap 16 11 0 22 Apr 2023
Revisiting Implicit Neural Representations in Low-Level Vision Wen-Hao Xu Jianbo Jiao VLM 22 8 0 20 Apr 2023
SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT Reconstruction Marco Nittscher Michael Lameter Riccardo Barbano Johannes Leuschner Bangti Jin Peter Maass 31 3 0 28 Mar 2023
Generalizable Denoising of Microscopy Images using Generative Adversarial Networks and Contrastive Learning Félix Fuentes-Hurtado J. Sibarita V. Viasnoff DiffM MedIm 30 2 0 27 Mar 2023
Image Reconstruction via Deep Image Prior Subspaces Riccardo Barbano Javier Antorán Johannes Leuschner José Miguel Hernández-Lobato Bangti Jin vZeljko Kereta 31 1 0 20 Feb 2023
CFNet: Conditional Filter Learning with Dynamic Noise Estimation for Real Image Denoising Yifan Zuo Jiacheng Xie Yuming Fang Yan Huang Wenhui Jiang 35 12 0 26 Nov 2022
Learning to Immunize Images for Tamper Localization and Self-Recovery Qichao Ying Hang Zhou Zhenxing Qian Sheng Li Xinpeng Zhang AAML 39 12 0 28 Oct 2022
Equivariance and Invariance Inductive Bias for Learning from Insufficient Data Tan Wang Qianru Sun Sugiri Pranata J. Karlekar Hanwang Zhang SSL 39 19 0 25 Jul 2022
Priors in Deep Image Restoration and Enhancement: A Survey Yunfan Lu Yi Lin Hao Wu Yuan Luo Xueye Zheng Hui Xiong Lin Wang 47 3 0 04 Jun 2022
Early Stopping for Deep Image Prior Hengkang Wang Taihui Li Zhong Zhuang Tiancong Chen Hengyue Liang Ju Sun 31 63 0 11 Dec 2021
An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction Riccardo Barbano Johannes Leuschner Maximilian Schmidt Alexander Denker A. Hauptmann Peter Maass Bangti Jin 48 19 0 23 Nov 2021
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors Taihui Li Yen-Jung Chang Hengyue Liang L. Peng Meiping Huang Ju Sun 28 19 0 23 Oct 2021
Image Restoration by Deep Projected GSURE Shady Abu Hussein Tom Tirer S. Chun Yonina C. Eldar Raja Giryes SupR 10 12 0 04 Feb 2021