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2002.11244
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Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization
Computer Vision and Pattern Recognition (CVPR), 2020
26 February 2020
Yoonsik Kim
Jae Woong Soh
G. Park
N. Cho
OOD
AI4CE
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Papers citing
"Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization"
50 / 92 papers shown
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Cai Meng
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IDF: Iterative Dynamic Filtering Networks for Generalizable Image Denoising
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Jaekyun Ko
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27 Aug 2025
Deep Learning Based Joint Channel Estimation and Positioning for Sparse XL-MIMO OFDM Systems
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Chao Zheng
Jian Xiao
Ji Wang
Gongpu Wang
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Octavia A. Dobre
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26 Jul 2025
An Improved U-Net Model for Offline handwriting signature denoising
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249
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01 Jul 2025
Rotation-Equivariant Self-Supervised Method in Image Denoising
Computer Vision and Pattern Recognition (CVPR), 2025
Hanze Liu
J. Fu
Qi Xie
Deyu Meng
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310
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26 May 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration
International Conference on Learning Representations (ICLR), 2024
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Zongsheng Yue
Zhouxia Wang
Chen Change Loy
494
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20 Feb 2025
Realistic Noise Synthesis with Diffusion Models
AAAI Conference on Artificial Intelligence (AAAI), 2023
Qi Wu
Mingyan Han
Ting Jiang
Chengzhi Jiang
B. Zeng
Man Jiang
Haoqiang Fan
Shuaicheng Liu
DiffM
631
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03 Jan 2025
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and Deblurring
IEEE Transactions on Image Processing (TIP), 2024
Yuzhi Zhao
L. Po
Xin Ye
Yongzhe Xu
Qiong Yan
431
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10 Dec 2024
MSSIDD: A Benchmark for Multi-Sensor Denoising
Shibin Mei
Hang Wang
Bingbing Ni
296
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18 Nov 2024
Adaptive Domain Learning for Cross-domain Image Denoising
Neural Information Processing Systems (NeurIPS), 2024
Zian Qian
Zhiheng Liu
K. L. Law
Hao Fu
Chenyang Lei
Qifeng Chen
321
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0
03 Nov 2024
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration
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Xin Lin
Yuyan Zhou
Jingtong Yue
Chao Ren
Kelvin C. K. Chan
Lu Qi
Ming-Hsuan Yang
389
6
0
17 Aug 2024
Image Denoising Using Green Channel Prior
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Zhaoming Kong
Fangxi Deng
Xiaowei Yang
299
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12 Aug 2024
Asymmetric Mask Scheme for Self-Supervised Real Image Denoising
Xiangyu Liao
Tianheng Zheng
Jiayu Zhong
Pingping Zhang
Chao Ren
385
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09 Jul 2024
Heterogeneous window transformer for image denoising
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Menghua Zheng
Chia-Wen Lin
Zhiwu Li
David C. Zhang
ViT
229
48
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08 Jul 2024
SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals
Runze Yan
C. Ding
Ran Xiao
Aleksandr Fedorov
Randall J Lee
Fadi B Nahab
Xiao Hu
175
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15 Apr 2024
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising
AAAI Conference on Artificial Intelligence (AAAI), 2024
Junyi Li
Zhilu Zhang
W. Zuo
432
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0
11 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach
Juan Wen
Yawei Li
Chao Zhang
Weiyan Hou
Radu Timofte
Luc Van Gool
307
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06 Apr 2024
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Zhijun Tu
Kunpeng Du
Hanting Chen
Hai-lin Wang
Wei Li
Jie Hu
Yunhe Wang
ViT
312
9
0
31 Mar 2024
Powerful Lossy Compression for Noisy Images
Shi-zhong Cai
Xiaoguo Liang
Shuning Cao
Luxin Yan
Sheng Zhong
Liqun Chen
Xu Zou
SupR
358
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21 Mar 2024
Boosting Neural Representations for Videos with a Conditional Decoder
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Ren Yang
Dailan He
Xingtong Ge
Tongda Xu
Yan Wang
Hongwei Qin
Jun Zhang
505
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28 Feb 2024
Color Image Denoising Using The Green Channel Prior
Zhaoming Kong
Xiaowei Yang
272
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13 Feb 2024
Two-stage Progressive Residual Dense Attention Network for Image Denoising
Wencong Wu
An Ge
Guannan Lv
Yuelong Xia
Yungang Zhang
Wen Xiong
233
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05 Jan 2024
UGPNet: Universal Generative Prior for Image Restoration
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Hwayoon Lee
Kyoungkook Kang
Hyeongmin Lee
Seung-Hwan Baek
Sunghyun Cho
DiffM
292
3
0
31 Dec 2023
Improving Image Restoration through Removing Degradations in Textual Representations
Computer Vision and Pattern Recognition (CVPR), 2023
Jingbo Lin
Zhilu Zhang
Yuxiang Wei
Dongwei Ren
Dongsheng Jiang
Wangmeng Zuo
294
49
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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
232
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16 Oct 2023
Image Denoising via Style Disentanglement
Jingwei Niu
Junting Cheng
Shan Tan
154
0
0
26 Sep 2023
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration
Liyan Wang
Qinyu Yang
Cong Wang
Wen Wang
Jin-shan Pan
Zhixun Su
DiffM
275
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17 Aug 2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches
IEEE International Conference on Computer Vision (ICCV), 2023
X. Lin
Chao Ren
Xiao Liu
Jie Huang
Yinjie Lei
241
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13 Aug 2023
Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model
Xin Jin
Jianqiang Xiao
Linghao Han
Chunle Guo
Xialei Liu
Chongyi Li
Ruixun Zhang
350
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07 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
619
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Random Sub-Samples Generation for Self-Supervised Real Image Denoising
IEEE International Conference on Computer Vision (ICCV), 2023
Yizhong Pan
Xiao Liu
Xiangyu Liao
Yuanzhouhan Cao
Chao Ren
DiffM
311
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31 Jul 2023
Dual Residual Attention Network for Image Denoising
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Wencong Wu
Shijie Liu
Yi Zhou
Yungang Zhang
Yu Xiang
219
148
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07 May 2023
Self-supervised Image Denoising with Downsampled Invariance Loss and Conditional Blind-Spot Network
IEEE International Conference on Computer Vision (ICCV), 2023
Y. Jang
Keun-Ohk Lee
G. Park
Seyun Kim
N. Cho
250
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19 Apr 2023
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2023
Haodong Pan
Feng Gao
Junyu Dong
Q. Du
201
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19 Apr 2023
A Comparison of Image Denoising Methods
Zhaoming Kong
Fang Deng
Haomin Zhuang
Jun Yu
Lifang He
Xiaowei Yang
349
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18 Apr 2023
EWT: Efficient Wavelet-Transformer for Single Image Denoising
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Juncheng Li
Bodong Cheng
Ying-Cong Chen
Guangwei Gao
T. Zeng
ViT
230
61
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13 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer
IEEE Access (IEEE Access), 2023
Dan Zhang
Fangfang Zhou
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281
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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
377
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04 Apr 2023
LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising
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Zichun Wang
Ying Fu
Ji Liu
Yulun Zhang
226
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Masked Autoencoders as Image Processors
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Wei Shen
Xiongkuo Min
Danyang Tu
Long Teng
Jia Wang
Guangtao Zhai
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165
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Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios
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Jiyuan Zhang
Zhaofei Yu
Tiejun Huang
355
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Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
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Xiaoyu Liu
Chaoyu Feng
Xiaotao Wang
Lei Lei
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211
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Xformer: Hybrid X-Shaped Transformer for Image Denoising
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Yulun Zhang
Jinjin Gu
Jiahua Dong
Lingyu Kong
Yunbo Wang
ViT
226
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Diffusion Model for Generative Image Denoising
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Minne Yuan
Bin Dong
Shijie Zhao
DiffM
233
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Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond
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Hu Chen
Yan Zhang
H. Yang
220
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Jiacheng Xie
Yuming Fang
Yan Huang
Wenhui Jiang
234
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Adaptive Dynamic Filtering Network for Image Denoising
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Zhongliu Zhao
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322
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Jillian Cardinell
Justin Szeto
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Jean-Pierre Falet
Douglas L. Arnold
Sotirios A. Tsaftaris
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317
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25 Aug 2022
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