Noise Flow: Noise Modeling with Conditional Normalizing Flows

22 August 2019

Papers citing "Noise Flow: Noise Modeling with Conditional Normalizing Flows"

38 / 38 papers shown

Title
Bayesian Adaptive Calibration and Optimal Design Rafael Oliveira Dino Sejdinovic David Howard Edwin Bonilla 118 0 0 20 Jan 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 97 1 0 03 Jan 2025
Diffusion Models with Deterministic Normalizing Flow Priors Mohsen Zand Ali Etemad Michael A. Greenspan DiffM 34 2 0 03 Sep 2023
Robust estimation of exposure ratios in multi-exposure image stacks Param Hanji Rafał K. Mantiuk 19 3 0 05 Aug 2023
A Generative Model for Digital Camera Noise Synthesis M. Song Yang Zhang T. Aydin Elham Amin Mansour DisneyResearchStudios VLM 42 4 0 16 Mar 2023
Raw Image Reconstruction with Learned Compact Metadata Yufei Wang Yi Yu Wenhan Yang Lanqing Guo Lap-Pui Chau Alex C. Kot Bihan Wen 44 18 0 25 Feb 2023
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond Wenchao Du Hu Chen Yan Zhang H. Yang 34 1 0 31 Jan 2023
Efficient Visual Computing with Camera RAW Snapshots Zhihao Li Ming Lu Xu Zhang Xin Feng Ulugbek S. Kamilov Zhan Ma 36 12 0 15 Dec 2022
On the Robustness of Normalizing Flows for Inverse Problems in Imaging Seongmin Hong I. Park S. Chun 43 7 0 08 Dec 2022
Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments Abhinav Joshi Naman K. Gupta Jinang Shah Binod Bhattarai Ashutosh Modi Danail Stoyanov OffRL 41 2 0 07 Nov 2022
Robust Scene Inference under Noise-Blur Dual Corruptions Bhavya Goyal Jean-François Lalonde Yin Li Mohit Gupta NoLa 28 1 0 24 Jul 2022
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 34 17 0 07 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 54 39 0 03 Jul 2022
AUTM Flow: Atomic Unrestricted Time Machine for Monotonic Normalizing Flows Difeng Cai Yuliang Ji Huan He Qiang Ye Yuanzhe Xi TPM 36 4 0 05 Jun 2022
Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images Ali Maleky Shayan Kousha M. S. Brown Marcus A. Brubaker VLM DiffM 38 20 0 02 Jun 2022
Modeling sRGB Camera Noise with Normalizing Flows Shayan Kousha Ali Maleky M. S. Brown Marcus A. Brubaker 29 27 0 02 Jun 2022
Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising? Valéry Dewil Aranud Barral Gabriele Facciolo Pablo Arias 40 5 0 25 Apr 2022
Dancing under the stars: video denoising in starlight Kristina Monakhova Stephan R. Richter Laura Waller V. Koltun VGen 32 49 0 08 Apr 2022
Estimating Fine-Grained Noise Model via Contrastive Learning Yunhao Zou Ying Fu DiffM 26 24 0 03 Apr 2022
TO-FLOW: Efficient Continuous Normalizing Flows with Temporal Optimization adjoint with Moving Speed Shian Du Yihong Luo Wei Chen Jian Xu Delu Zeng 37 7 0 19 Mar 2022
Conditional Measurement Density Estimation in Sequential Monte Carlo via Normalizing Flow Xiongjie Chen Yunpeng Li 26 6 0 16 Mar 2022
C2N: Practical Generative Noise Modeling for Real-World Denoising Geonwoon Jang Wooseok Lee Sanghyun Son Kyoung Mu Lee DiffM 33 78 0 19 Feb 2022
Realistic Blur Synthesis for Learning Image Deblurring Jaesung Rim Geon-Yeong Kim Jungeon Kim Junyong Lee Seungyong Lee Sunghyun Cho 25 45 0 17 Feb 2022
IDR: Self-Supervised Image Denoising via Iterative Data Refinement Yuanhang Zhang Dasong Li K. L. Law Xiaogang Wang Hongwei Qin Hongsheng Li 24 55 0 29 Nov 2021
Rethinking Noise Synthesis and Modeling in Raw Denoising Yuanhang Zhang Hongwei Qin Xiaogang Wang Hongsheng Li DiffM 25 65 0 10 Oct 2021
Low-Light Image Enhancement with Normalizing Flow Yufei Wang Renjie Wan Wenhan Yang Haoliang Li Lap-Pui Chau Alex C. Kot 103 356 0 13 Sep 2021
Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography Joshua D. Rego Huaijin Chen Shuai Li Liang Feng Suren Jayasuriya 11 3 0 12 Aug 2021
Physics-based Noise Modeling for Extreme Low-light Photography Kaixuan Wei Ying Fu Yinqiang Zheng Jiaolong Yang 24 90 0 04 Aug 2021
Differentiable Particle Filters through Conditional Normalizing Flow Xiongjie Chen Hao Wen Yunpeng Li 29 20 0 01 Jul 2021
Progressive Joint Low-light Enhancement and Noise Removal for Raw Images Yucheng Lu Seung‐Won Jung 20 32 0 28 Jun 2021
Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network Yang Liu Saeed Anwar Zhenyue Qin Pan Ji Sabrina Caldwell Tom Gedeon OOD 22 15 0 11 May 2021
Invertible Denoising Network: A Light Solution for Real Noise Removal Yang Liu Zhenyue Qin Saeed Anwar Pan Ji Dongwoo Kim Sabrina Caldwell Tom Gedeon 83 143 0 21 Apr 2021
DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows Valentin Wolf Andreas Lugmayr Martin Danelljan Luc Van Gool Radu Timofte 27 41 0 14 Jan 2021
Legacy Photo Editing with Learned Noise Prior Yuzhi Zhao Tingyu Lin Xuehui Wang Kangcheng Liu Yujia Zhang Weikang Yu Pengfei Xian Jingjing Xiong 27 23 0 23 Nov 2020
Cogradient Descent for Bilinear Optimization Lian Zhuo Baochang Zhang Linlin Yang Hanlin Chen QiXiang Ye David Doermann G. Guo Rongrong Ji 20 14 0 16 Jun 2020
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising Kaixuan Wei Ying Fu Jiaolong Yang Hua Huang DiffM 27 206 0 28 Mar 2020
Image Restoration for Under-Display Camera Yuqian Zhou D. Ren N. Emerton Sehoon Lim T. Large 37 67 0 10 Mar 2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization Yoonsik Kim Jae Woong Soh G. Park N. Cho OOD AI4CE 18 182 0 26 Feb 2020