Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation

12 July 2020

Lei Zhang

Papers citing "Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation"

50 / 87 papers shown

Title
OBIFormer: A Fast Attentive Denoising Framework for Oracle Bone Inscriptions Jinhao Li Z. Chen Tingzhu Chen Zhiji Liu C. Wang 28 0 0 18 Apr 2025
UCS: A Universal Model for Curvilinear Structure Segmentation Dianshuo Li Li Chen Y. Cao Kai Zhu Jun Cheng 33 0 0 05 Apr 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration Shihao Zhou Dayu Li Jinshan Pan Juncheng Zhou Jinglei Shi Jufeng Yang 54 0 0 26 Mar 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 79 1 0 03 Jan 2025
LAN: Learning to Adapt Noise for Image Denoising Changjin Kim Tae Hyun Kim Sungyong Baik 96 4 0 14 Dec 2024
Learning to Translate Noise for Robust Image Denoising Inju Ha Donghun Ryou Seonguk Seo Bohyung Han 88 0 0 06 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 150 0 0 22 Nov 2024
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction Zaid Ilyas Naveed Akhtar David Suter Syed Zulqarnain Gilani 15 0 0 01 Oct 2024
Heterogeneous window transformer for image denoising Chunwei Tian Menghua Zheng Chia-Wen Lin Zhiwu Li David C. Zhang ViT 32 14 0 08 Jul 2024
Linear Attention Based Deep Nonlocal Means Filtering for Multiplicative Noise Removal Xiao Siyao Huang Libing Zhang Shunsheng 36 0 0 06 Jul 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera Senyan Xu Zhijing Sun Jiaying Zhu Yurui Zhu Xueyang Fu Zheng-Jun Zha 26 3 0 12 Jun 2024
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration Rui Deng Tianpei Gu Mamba 40 16 0 17 Apr 2024
WiTUnet: A U-Shaped Architecture Integrating CNN and Transformer for Improved Feature Alignment and Local Information Fusion Bin Wang Fei Deng Peifan Jiang Shuang Wang Xiao Han Zhixuan Zhang MedIm 23 3 0 15 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 35 0 0 06 Apr 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 33 4 0 31 Mar 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder Dihan Zheng Yihang Zou Xiaowen Zhang Chenglong Bao DiffM 21 0 0 26 Mar 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 24 11 0 26 Jan 2024
Two-stage Progressive Residual Dense Attention Network for Image Denoising Wencong Wu An Ge Guannan Lv Yuelong Xia Yungang Zhang Wen Xiong 19 1 0 05 Jan 2024
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 21 25 0 28 Dec 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising Hyemi Jang Junsung Park Dahuin Jung Jaihyun Lew Ho Bae Sung-Hoon Yoon 13 16 0 16 Oct 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 34 1 0 13 Oct 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review Dan Zhang Fangfang Zhou Felix Albu Yuan-Gu Wei X. Yang Yuan Gu Qiang Li 27 19 0 01 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 19 25 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 17 15 0 31 Jul 2023
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance Chunming He Kai Li Guoxia Xu Jiangpeng Yan Longxiang Tang Yulun Zhang Xiu Li Yao Wang MedIm 19 37 0 15 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 8 0 08 Jul 2023
Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go Yecong Wan Mingzhen Shao Yuanshuo Cheng YueQin Liu Zhipeng Bao 19 5 0 17 May 2023
SS-BSN: Attentive Blind-Spot Network for Self-Supervised Denoising with Nonlocal Self-Similarity Young Joo Han Ha-Jin Yu 14 9 0 17 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 27 18 0 09 May 2023
Real-World Denoising via Diffusion Model Chenghan Yang Lijing Liang Zhixun Su DiffM 24 14 0 08 May 2023
Dual Residual Attention Network for Image Denoising Wencong Wu Shijie Liu Yi Zhou Yungang Zhang Yu Xiang 25 59 0 07 May 2023
Deep sound-field denoiser: optically-measured sound-field denoising using deep neural network K. Ishikawa Daiki Takeuchi N. Harada Takehiro Moriya 8 1 0 27 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
DDT: Dual-branch Deformable Transformer for Image Denoising Kangliang Liu Xiangcheng Du Sijie Liu Yingbin Zheng Xingjiao Wu Cheng Jin ViT 16 5 0 13 Apr 2023
EWT: Efficient Wavelet-Transformer for Single Image Denoising Juncheng Li Bodong Cheng Ying Chen Guangwei Gao T. Zeng ViT 22 22 0 13 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 28 54 0 04 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 32 46 0 04 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 22 11 0 30 Mar 2023
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios Shiyan Chen Jiyuan Zhang Zhaofei Yu Tiejun Huang 22 5 0 29 Mar 2023
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising Junyi Li Zhilu Zhang Xiaoyu Liu Chaoyu Feng Xiaotao Wang Lei Lei W. Zuo 20 38 0 27 Mar 2023
Masked Image Training for Generalizable Deep Image Denoising Haoyu Chen Jinjin Gu Yihao Liu Salma Abdel Magid Chao Dong Qiong Wang Hanspeter Pfister Lei Zhu 22 62 0 23 Mar 2023
Self-Improving-Leaderboard(SIL): A Call for Real-World Centric Natural Language Processing Leaderboards Chanjun Park Hyeonseok Moon Seolhwa Lee Jaehyung Seo Sugyeong Eo Heu-Jeoung Lim 17 2 0 20 Mar 2023
A Generative Model for Digital Camera Noise Synthesis M. Song Yang Zhang T. Aydin Elham Amin Mansour DisneyResearchStudios VLM 32 4 0 16 Mar 2023
Xformer: Hybrid X-Shaped Transformer for Image Denoising Jiale Zhang Yulun Zhang Jinjin Gu Jiahua Dong L. Kong Xiaokang Yang ViT 19 28 0 11 Mar 2023
I2V: Towards Texture-Aware Self-Supervised Blind Denoising using Self-Residual Learning for Real-World Images Kanggeun Lee K. Lee Won-Ki Jeong 19 0 0 21 Feb 2023
NoiseTransfer: Image Noise Generation with Contrastive Embeddings Seunghwan Lee Tae Hyun Kim DiffM 11 5 0 31 Jan 2023
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond Wenchao Du Hu Chen Yan Zhang H. Yang 21 1 0 31 Jan 2023
CFNet: Conditional Filter Learning with Dynamic Noise Estimation for Real Image Denoising Yifan Zuo Jiacheng Xie Yuming Fang Yan Huang Wenhui Jiang 32 12 0 26 Nov 2022
Cross Aggregation Transformer for Image Restoration Zheng Chen Yulun Zhang Jinjin Gu Yongbing Zhang L. Kong X. Yuan ViT 33 142 0 24 Nov 2022
Adaptive Dynamic Filtering Network for Image Denoising Hao Shen Zhongliu Zhao Wandi Zhang 23 41 0 22 Nov 2022