Early Stopping for Deep Image Prior

11 December 2021

Papers citing "Early Stopping for Deep Image Prior"

32 / 32 papers shown

Title
Self-supervised Deep Hyperspectral Inpainting with the Plug and Play and Deep Image Prior Models Shuo Li Mehrdad Yaghoobi 53 0 0 14 Jan 2025
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 35 5 0 07 Jun 2024
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms Mengyu Zhao Xi Chen Xin Yuan S. Jalali 32 2 0 06 Jun 2024
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models Hengkang Wang Xu Zhang Taihui Li Yuxiang Wan Tiancong Chen Ju Sun DiffM 31 12 0 27 May 2024
Atmospheric Turbulence Removal with Video Sequence Deep Visual Priors P. Hill Nantheera Anantrasirichai A. Achim D. R. Bull 24 0 0 29 Feb 2024
LoDIP: Low light phase retrieval with deep image prior Raunak Manekar Elisa Negrini Minh Pham Daniel Jacobs Jaideep Srivastava 18 0 0 27 Feb 2024
Boosting of Implicit Neural Representation-based Image Denoiser Zipei Yan Zhengji Liu Jizhou Li AI4CE 14 1 0 03 Jan 2024
Towards Architecture-Agnostic Untrained Network Priors for Image Reconstruction with Frequency Regularization Yilin Liu Yunkui Pang Jiang-Ping Li Yong Chen P. Yap 31 0 0 15 Dec 2023
Deep Internal Learning: Deep Learning from a Single Input Tom Tirer Raja Giryes Se Young Chun Yonina C. Eldar 32 3 0 12 Dec 2023
JPEG Information Regularized Deep Image Prior for Denoising Tsukasa Takagi Shinya Ishizaki Shin-ichi Maeda DiffM 11 0 0 02 Oct 2023
Joint Demosaicing and Denoising with Double Deep Image Priors Taihui Li Anish Lahiri Yutong Dai Owen Mayer 11 3 0 18 Sep 2023
Self-supervised Deep Hyperspectral Inpainting with the Sparsity and Low-Rank Considerations Shuo Li Mehrdad Yaghoobi 15 0 0 13 Jun 2023
Self-Supervised Hyperspectral Inpainting with the Optimisation inspired Deep Neural Network Prior Shuo Li Mehrdad Yaghoobi 11 1 0 12 Jun 2023
Double Descent of Discrepancy: A Task-, Data-, and Model-Agnostic Phenomenon Yi-Xiao Luo Bin Dong 26 0 0 25 May 2023
Denoising Diffusion Models for Plug-and-Play Image Restoration Yuanzhi Zhu K. Zhang Jingyun Liang Jiezhang Cao B. Wen Radu Timofte Luc Van Gool DiffM 63 198 0 15 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 11 11 0 22 Apr 2023
MCDIP-ADMM: Overcoming Overfitting in DIP-based CT reconstruction Chen Cheng Qingping Zhou MedIm 8 2 0 08 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 20 3 0 28 Mar 2023
Robust Autoencoders for Collective Corruption Removal Taihui Li Hengkang Wang Peng Le XianE Tang Ju Sun OOD 10 1 0 06 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
Interpretable Deep Learning Methods for Multiview Learning Hengkang Wang Han Lu Ju Sun S. Safo 27 8 0 15 Feb 2023
Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN Ziyi Chen Ren Yang S. Fu Nansu Zong Hongfang Liu Ming Huang AI4MH 18 14 0 03 Feb 2023
PIP: Positional-encoding Image Prior Nimrod Shabtay Eli Schwartz Raja Giryes 20 6 0 25 Nov 2022
Practical Phase Retrieval Using Double Deep Image Priors Zhong Zhuang David Yang F. Hofmann David A. Barmherzig Ju Sun 33 13 0 02 Nov 2022
NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning Buyun Liang Tim Mitchell Ju Sun OOD 18 7 0 03 Oct 2022
A Validation Approach to Over-parameterized Matrix and Image Recovery Lijun Ding Zhen Qin Liwei Jiang Jinxin Zhou Zhihui Zhu 42 13 0 21 Sep 2022
Blind Image Deblurring with Unknown Kernel Size and Substantial Noise Zhong Zhuang Taihui Li Hengkang Wang Ju Sun 17 18 0 18 Aug 2022
CNN-based Euler's Elastica Inpainting with Deep Energy and Deep Image Prior Karl Schrader Tobias Alt Joachim Weickert M. Ertel 15 5 0 16 Jul 2022
Algorithmic Regularization in Model-free Overparametrized Asymmetric Matrix Factorization Liwei Jiang Yudong Chen Lijun Ding 33 26 0 06 Mar 2022
Uncertainty Estimation for Computed Tomography with a Linearised Deep Image Prior Javier Antorán Riccardo Barbano Johannes Leuschner José Miguel Hernández-Lobato Bangti Jin UQCV 22 10 0 28 Feb 2022
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 34 19 0 23 Nov 2021
Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery Lijun Ding Liwei Jiang Yudong Chen Qing Qu Zhihui Zhu 22 28 0 23 Sep 2021