Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training

6 April 2022

Yuanhao Cai

Papers citing "Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training"

38 / 38 papers shown

Title
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 95 3 0 20 Feb 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 86 1 0 03 Jan 2025
Learning to Translate Noise for Robust Image Denoising Inju Ha Donghun Ryou Seonguk Seo Bohyung Han 96 0 0 06 Dec 2024
Image Denoising Using Green Channel Prior Zhaoming Kong Fangxi Deng Xiaowei Yang 42 0 0 12 Aug 2024
GMSR:Gradient-Guided Mamba for Spectral Reconstruction from RGB Images Xinying Wang Zhixiong Huang Sifan Zhang Jiawen Zhu Lin Feng Mamba 25 5 0 13 May 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 43 0 0 23 Feb 2024
GenEM: Physics-Informed Generative Cryo-Electron Microscopy Jiakai Zhang Qihe Chen Yan Zeng Wenyuan Gao Xuming He Zhijie Liu Jingyi Yu DiffM 28 0 0 04 Dec 2023
Detecting Generated Images by Real Images Only Xiuli Bi Bo Liu Fan Yang Bin Xiao Weisheng Li Gao Huang P. Cosman 41 9 0 02 Nov 2023
Physics-guided Noise Neural Proxy for Practical Low-light Raw Image Denoising Hansen Feng Lizhi Wang Yiqi Huang Yuzhi Wang Lin Zhu Huan Huang AI4CE DiffM 42 1 0 13 Oct 2023
An Ensemble Model for Distorted Images in Real Scenarios Boyu Ji Jianchang Huang Wenzhuo Huang Shuke He 31 0 0 26 Sep 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 24 26 0 31 Jul 2023
Towards General Low-Light Raw Noise Synthesis and Modeling Feng Zhang Bin Xu Zhiqiang Li Xinran Liu Qingbo Lu Changxin Gao Nong Sang DiffM 25 15 0 31 Jul 2023
Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling Tong Li Hansen Feng Lizhi Wang Zhiwei Xiong Huan Huang DiffM 32 1 0 08 Jul 2023
Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Network Y. Jang Keun-Ohk Lee G. Park Seyun Kim N. Cho 11 14 0 19 Apr 2023
A Comparison of Image Denoising Methods Zhaoming Kong Fang Deng Haomin Zhuang Jun Yu Lifang He Xiaowei Yang 20 7 0 18 Apr 2023
Real-time Controllable Denoising for Image and Video Zhaoyang Zhang Yi-Xin Jiang Wenqi Shao Xiaogang Wang Ping Luo Kaimo Lin Liang Feng VGen 19 17 0 29 Mar 2023
Denoising Diffusion Post-Processing for Low-Light Image Enhancement Savvas Panagiotou Anna Sergeevna Bosman DiffM 30 15 0 16 Mar 2023
A Generative Model for Digital Camera Noise Synthesis M. Song Yang Zhang T. Aydin Elham Amin Mansour DisneyResearchStudios VLM 34 4 0 16 Mar 2023
NoiseTransfer: Image Noise Generation with Contrastive Embeddings Seunghwan Lee Tae Hyun Kim DiffM 32 6 0 31 Jan 2023
Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition Chendong Zhao Jianzong Wang Wentao Wei Xiaoyang Qu Haoqian Wang Jing Xiao 41 2 0 30 Sep 2022
Modular Degradation Simulation and Restoration for Under-Display Camera Yang Zhou Yuda Song Xin Du 32 11 0 23 Sep 2022
Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attacks Tianwei Liu Yu Yang Baharan Mirzasoleiman AAML 27 27 0 14 Aug 2022
TreEnhance: A Tree Search Method For Low-Light Image Enhancement Marco Cotogni C. Cusano 36 23 0 25 May 2022
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration Jing Lin Xiaowan Hu Yuanhao Cai Haoqian Wang Youliang Yan X. Zou Yulun Zhang Luc Van Gool 54 17 0 20 May 2022
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging Yuanhao Cai Jing Lin Haoqian Wang Xin Yuan Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool 80 116 0 20 May 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 19 171 0 17 Apr 2022
Learning the Degradation Distribution for Blind Image Super-Resolution Zhengxiong Luo Yan Huang Shang Li Liangsheng Wang Tieniu Tan 26 51 0 09 Mar 2022
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging Xiaowan Hu Yuanhao Cai Jing Lin Haoqian Wang X. Yuan Yulun Zhang Radu Timofte Luc Van Gool 37 134 0 04 Mar 2022
Flow-Guided Sparse Transformer for Video Deblurring Jing Lin Yuanhao Cai Xiaowan Hu Haoqian Wang Youliang Yan X. Zou Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool ViT 19 63 0 06 Jan 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 36 53 0 03 Jan 2022
Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction Yuanhao Cai Jing Lin Xiaowan Hu Haoqian Wang X. Yuan Yulun Zhang Radu Timofte Luc Van Gool 28 242 0 15 Nov 2021
CERL: A Unified Optimization Framework for Light Enhancement with Realistic Noise Zeyuan Chen Yi Ding Dong Liu Zhangyang Wang 27 10 0 01 Aug 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 125 1,450 0 04 Feb 2021
Deep Variational Network Toward Blind Image Restoration Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng Kwan-Yen K. Wong 25 11 0 25 Aug 2020
CycleISP: Real Image Restoration via Improved Data Synthesis Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao DiffM 113 337 0 17 Mar 2020
Learning Delicate Local Representations for Multi-Person Pose Estimation Yuanhao Cai Zhicheng Wang Zhengxiong Luo Binyi Yin Angang Du Haoqian Wang Xinming Zhang Xinyu Zhou Erjin Zhou Jian Sun 119 169 0 09 Mar 2020
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,450 0 21 Nov 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014