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Noise2Self: Blind Denoising by Self-Supervision

30 January 2019

Papers citing "Noise2Self: Blind Denoising by Self-Supervision"

50 / 131 papers shown

Title
Is Noise Conditioning Necessary? A Unified Theory of Unconditional Graph Diffusion Models Jipeng Li Yanning Shen DiffM AI4CE 49 0 0 28 May 2025
Rotation-Equivariant Self-Supervised Method in Image Denoising Hanze Liu J. Fu Qi Xie Deyu Meng SSL 46 0 0 26 May 2025
Measurement to Meaning: A Validity-Centered Framework for AI Evaluation Olawale Salaudeen Anka Reuel Ahmed M. Ahmed Suhana Bedi Zachary Robertson Siyang Song Ben Domingue Angelina Wang Sanmi Koyejo ELM 77 0 0 13 May 2025
Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising Xiangbin Wei Yuanfeng Wang Ao XU Lingyu Zhu Dongyong Sun K. Li Yang Li Qi Qin DiffM 94 0 0 12 Mar 2025
Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation Tianyu Chen Yasi Zhang Ziyi Wang Ying Nian Wu Oscar Leong Mingyuan Zhou DiffM 155 2 0 10 Mar 2025
Noise2Score3D:Unsupervised Tweedie's Approach for Point Cloud Denoising Xiangbin Wei 414 0 0 24 Feb 2025
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Yansen Wang Hongyuan Wang Lizhi Wang Xinyu Wang Lin Zhu Wanxuan Lu Hua Huang 170 1 0 21 Dec 2024
Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising Tong Li Lizhi Wang Zhiyuan Xu Lin Zhu Wanxuan Lu Hua Huang 181 2 0 21 Dec 2024
J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume Xiwei Liu Mohamad Kassab Min Xu Qirong Ho 512 0 0 22 Nov 2024
Robust Neural Processes for Noisy Data Chen Shapira Dan Rosenbaum 115 2 0 03 Nov 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 76 0 0 23 Feb 2024
Rotational Augmented Noise2Inverse for Low-dose Computed Tomography Reconstruction Hang Xu A. Perelli 45 1 0 19 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 151 2 0 15 Dec 2023
Deep Internal Learning: Deep Learning from a Single Input Tom Tirer Raja Giryes Se Young Chun Yonina C. Eldar 90 5 0 12 Dec 2023
Test-Time Degradation Adaptation for Open-Set Image Restoration Yuanbiao Gou Haiyu Zhao Boyun Li Xinyan Xiao Xi Peng VLM 97 10 0 02 Dec 2023
Unsupervised Denoising for Signal-Dependent and Row-Correlated Imaging Noise Benjamin Salmon Alexander Krull 146 1 0 11 Oct 2023
DeepContrast: Deep Tissue Contrast Enhancement using Synthetic Data Degradations and OOD Model Predictions N. P. Martins Y. Kalaidzidis M. Zerial Florian Jug MedIm 112 0 0 16 Aug 2023
Score Priors Guided Deep Variational Inference for Unsupervised Real-World Single Image Denoising Junting Cheng Tao Liu Shan Tan DiffM 86 14 0 09 Aug 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review Dan Zhang Fangfang Zhou Felix Albu Yuan-Gu Wei Xiaohu Yang Yuan Gu Qiang Li 119 25 0 01 Aug 2023
SVNR: Spatially-variant Noise Removal with Denoising Diffusion Naama Pearl Ya. A. Brodsky Dana Berman A. Zomet Alex Rav-Acha Daniel Cohen-Or Dani Lischinski DiffM 62 5 0 28 Jun 2023
Ambient Diffusion: Learning Clean Distributions from Corrupted Data Giannis Daras Kulin Shah Y. Dagan Aravind Gollakota A. Dimakis Adam R. Klivans DiffM 124 75 0 30 May 2023
SS-BSN: Attentive Blind-Spot Network for Self-Supervised Denoising with Nonlocal Self-Similarity Young Joo Han Ha-Jin Yu 55 11 0 17 May 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 103 7 0 18 Apr 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network Dan Zhang Fangfang Zhou Yuwen Jiang Zhengming Fu 108 49 0 04 Apr 2023
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios Shiyan Chen Jiyuan Zhang Zhaofei Yu Tiejun Huang 126 8 0 29 Mar 2023
Blind2Sound: Self-Supervised Image Denoising without Residual Noise Zejin Wang Jiazheng Liu Hao Zhai Hua Han 76 1 0 09 Mar 2023
One-Pot Multi-Frame Denoising Lujia Jin Shi-Jing Zhao Lei Zhu Qian Chen Yanye Lu 51 1 0 18 Feb 2023
DDM $^2$ : Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models Tiange Xiang Mahmut Yurt Ali B. Syed Kawin Setsompop Akshay S. Chaudhari MedIm DiffM 112 56 0 06 Feb 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper -- Michael Elad Bahjat Kawar Gregory Vaksman 98 82 0 09 Jan 2023
Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised Tomographic Image Denoising Fabian Wagner Mareike Thies Laura Pfaff Noah Maul Sabrina Pechmann ... D. Weidner Georgiana Neag S. Uderhardt Jang-Hwan Choi Andreas Maier 73 5 0 09 Dec 2022
Domino Denoise: An Accurate Blind Zero-Shot Denoiser using Domino Tilings Jason Lequyer Wen-Hsin Hsu Reuben Philip A. C. Erpf L. Pelletier 124 0 0 05 Dec 2022
μSplit: efficient image decomposition for microscopy data Ashesh Ashesh Alexander Krull M. D. Sante F. Pasqualini Florian Jug 80 4 0 23 Nov 2022
Patch-Craft Self-Supervised Training for Correlated Image Denoising Gregory Vaksman Michael Elad 117 7 0 17 Nov 2022
Evaluating Unsupervised Denoising Requires Unsupervised Metrics A. Marcos-Morales M. Leibovich S. Mohan Joshua L. Vincent P. Haluai Mai Tan Peter A Crozier C. Fernandez‐Granda 51 3 0 11 Oct 2022
Deep Variation Prior: Joint Image Denoising and Noise Variance Estimation without Clean Data Rihuan Ke 53 1 0 19 Sep 2022
Stabilize, Decompose, and Denoise: Self-Supervised Fluoroscopy Denoising Ruizhou Liu Qiang Ma Zhi-Qi Cheng Y. Lyu Jianji Wang S. Kevin Zhou 79 1 0 30 Aug 2022
Self-supervised training of deep denoisers in multi-coil MRI considering noise correlations Juhyung Park Dongwon Park Hyeong-Geol Shin Eun-Jung Choi Hongjun An Minjun Kim 55 4 0 16 Aug 2022
Decay2Distill: Leveraging spatial perturbation and regularization for self-supervised image denoising Manisha Das Chaity Masud An Nur Islam Fahim DiffM 137 1 0 03 Aug 2022
Deep learning-based denoising for fast time-resolved flame emission spectroscopy in high-pressure combustion environment Taekeun Yoon Seon Woong Kim Ho-June Byun Younsik Kim Campbell D. Carter H. Do AI4CE 37 15 0 29 Jul 2022
RCRN: Real-world Character Image Restoration Network via Skeleton Extraction D. Shi Xiaolei Diao Hao Tang Xiaomin Li Hao Xing Hao Xu 48 20 0 16 Jul 2022
Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer M. Morvan N. Nikolaou K. H. Yip Ingo P. Waldmann AI4TS 128 11 0 06 Jul 2022
DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy Yu Liu K. Weiss Nassir Navab Carsten Marr Jan Huisken Tingying Peng 62 2 0 27 Jun 2022
Faster Diffusion Cardiac MRI with Deep Learning-based breath hold reduction Michael Tanzer Pedro F. Ferreira Andrew D. Scott Z. Khalique Maria Dwornik D. Pennell Guang Yang Daniel Rueckert S. Nielles-Vallespin MedIm 48 3 0 21 Jun 2022
Robust Deep Ensemble Method for Real-world Image Denoising Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 77 12 0 08 Jun 2022
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images Ali Maleky Shayan Kousha M. S. Brown Marcus A. Brubaker VLM DiffM 62 21 0 02 Jun 2022
Supervised Denoising of Diffusion-Weighted Magnetic Resonance Images Using a Convolutional Neural Network and Transfer Learning Jakub Jurek A. Materka Kamil Ludwisiak A. Majos K. Gorczewski K. Cepuch A. Zawadzka OOD DiffM MedIm 41 12 0 01 Jun 2022
A hybrid approach to seismic deblending: when physics meets self-supervision N. Luiken M. Ravasi C. Birnie 82 6 0 30 May 2022
A theoretical framework for self-supervised MR image reconstruction using sub-sampling via variable density Noisier2Noise Charles Millard M. Chiew 150 37 0 20 May 2022
Speckle Image Restoration without Clean Data Tsung-Ming Tai Yun-Jie Jhang Wen-Jyi Hwang Chau-Jern Cheng 89 4 0 18 May 2022
Self-Supervised Super-Resolution for Multi-Exposure Push-Frame Satellites N. Nguyen J. Anger Axel Davy Pablo Arias Gabriele Facciolo SupR 107 16 0 04 May 2022