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        AUTHOR = "Liu, H.S. and Liu, X. and Lu, J.B. and Tan, S.",
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        AUTHOR = "Fu, B. and Wang, L.Y. and Luo, Z.X.",
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        AUTHOR = "Yin, H.T. and Wang, T.Y.",
        TITLE = "Deep side group sparse coding network for image denoising",
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        AUTHOR = "Wang, W. and Wen, F. and Yan, Z. and Liu, P.",
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@article{bb23708,
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@article{bb23709,
        AUTHOR = "Dewil, V.",
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@article{bb23710,
        AUTHOR = "li, Q.F.",
        TITLE = "Denoising image by matrix factorization in U-shaped convolutional
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@article{bb23711,
        AUTHOR = "Liu, Y.K. and Wan, B. and Shi, D.M. and Cheng, X.C.",
        TITLE = "Generative Recorrupted-to-Recorrupted: An Unsupervised Image
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        NUMBER = "2",
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        AUTHOR = "Huang, Z.H. and Zhu, Z.F. and Wang, Z.C. and Li, X. and Xu, B. and Zhang, Y.Z. and Fang, H.",
        TITLE = "D3CNNs: Dual Denoiser Driven Convolutional Neural Networks for Mixed
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        JOURNAL = RS,
        VOLUME = "15",
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        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22190"}

@article{bb23713,
        AUTHOR = "Huang, Z.H. and Zhu, Z. and Zhang, Y.Z. and Wang, Z.C. and Xu, B. and Liu, J. and Li, S.Y. and Fang, H.",
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        TITLE = "Dynamic Slimmable Denoising Network",
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@article{bb23715,
        AUTHOR = "Zheng, D. and Zhang, X.W. and Ma, K. and Bao, C.L.",
        TITLE = "Learn From Unpaired Data for Image Restoration:
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        JOURNAL = PAMI,
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        AUTHOR = "Liu, S.C. and Lu, Y.H. and Jiang, H. and Ye, N.J. and Wang, C. and Zeng, B.",
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        AUTHOR = "Zheng, Y.H. and Luo, K.M. and Liu, S.C. and Li, Z. and Xiang, Y. and Wu, L.F. and Zeng, B. and Chen, C.W.",
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@inproceedings{bb23718,
        AUTHOR = "Ye, N.J. and Wang, C. and Fan, H.Q. and Liu, S.C.",
        TITLE = "Motion Basis Learning for Unsupervised Deep Homography Estimation
with Subspace Projection",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "13097-13105",
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@inproceedings{bb23719,
        AUTHOR = "Cheng, S. and Wang, Y.Z. and Huang, H.B. and Liu, D.H. and Fan, H.Q. and Liu, S.C.",
        TITLE = "NBNet: Noise Basis Learning for Image Denoising with Subspace
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        YEAR = "2021",
        PAGES = "4894-4904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22197"}

@article{bb23720,
        AUTHOR = "Zhang, D.X. and Yan, Y. and Huang, Y.L. and Liu, B. and Zheng, Q.B. and Zhang, J. and Xia, N.S.",
        TITLE = "Unsupervised Cryo-EM Images Denoising and Clustering Based on Deep
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        NUMBER = "5",
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@article{bb23721,
        AUTHOR = "Thakur, R.K. and Maji, S.K.",
        TITLE = "Multi scale pixel attention and feature extraction based neural
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@article{bb23722,
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        TITLE = "Deep neural network with deformable convolution and side window
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@article{bb23723,
        AUTHOR = "Achddou, R. and Gousseau, Y. and Ladjal, S.",
        TITLE = "Fully synthetic training for image restoration tasks",
        JOURNAL = CVIU,
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@inproceedings{bb23724,
        AUTHOR = "Achddou, R. and Gousseau, Y. and Ladjal, S.",
        TITLE = "Synthetic Images as a Regularity Prior for Image Restoration Neural
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        BOOKTITLE = SSVM21,
        YEAR = "2021",
        PAGES = "333-345",
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@article{bb23725,
        AUTHOR = "Elad, M. and Kawar, B. and Vaksman, G.",
        TITLE = "Image Denoising: The Deep Learning Revolution and Beyond: A Survey
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@article{bb23726,
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        TITLE = "Few-Shot Learning for Image Denoising",
        JOURNAL = CirSysVideo,
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@article{bb23728,
        AUTHOR = "Zhou, Z. and Chen, Y.Y. and Zhou, Y.C.",
        TITLE = "Deep Dynamic Memory Augmented Attentional Dictionary Learning for
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        AUTHOR = "Zhang, J. and Sang, L. and Wan, Z.K. and Wang, Y.C. and Li, Y.S.",
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@article{bb23732,
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@inproceedings{bb23736,
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        TITLE = "PIRNet: Privacy-Preserving Image Restoration Network via Wavelet
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@inproceedings{bb23737,
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@inproceedings{bb23738,
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@inproceedings{bb23739,
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        AUTHOR = "Liu, Z.Q. and Jin, M. and Chen, Y. and Liu, H. and Yang, C. and Xiong, H.K.",
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@inproceedings{bb23741,
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@inproceedings{bb23744,
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@inproceedings{bb23746,
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@inproceedings{bb23747,
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@inproceedings{bb23748,
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@inproceedings{bb23749,
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@inproceedings{bb23750,
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@inproceedings{bb23752,
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@inproceedings{bb23753,
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@inproceedings{bb23755,
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@inproceedings{bb23756,
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@inproceedings{bb23757,
        AUTHOR = "Wang, Z.D. and Cun, X.D. and Bao, J.M. and Zhou, W.G. and Liu, J.Z. and Li, H.Q.",
        TITLE = "Uformer: A General U-Shaped Transformer for Image Restoration",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "17662-17672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22235"}

@inproceedings{bb23758,
        AUTHOR = "Lee, W. and Son, S. and Lee, K.M.",
        TITLE = "AP-BSN: Self-Supervised Denoising for Real-World Images via
Asymmetric PD and Blind-Spot Network",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "17704-17713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22236"}

@inproceedings{bb23759,
        AUTHOR = "Neshatavar, R. and Yavartanoo, M. and Son, S. and Lee, K.M.",
        TITLE = "CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image
Denoising by Disentangling Noise from Image",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "17562-17570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22237"}

@inproceedings{bb23760,
        AUTHOR = "Mou, C. and Wang, Q. and Zhang, J.",
        TITLE = "Deep Generalized Unfolding Networks for Image Restoration",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "17378-17389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22238"}

@inproceedings{bb23761,
        AUTHOR = "Wang, W.X. and Li, J. and Ji, H.",
        TITLE = "Self-supervised Deep Image Restoration via Adaptive Stochastic
Gradient Langevin Dynamics",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "1979-1988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22239"}

@inproceedings{bb23762,
        AUTHOR = "Kim, H. and Baik, S. and Choi, M. and Choi, J. and Lee, K.M.",
        TITLE = "Searching for Controllable Image Restoration Networks",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "14214-14223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22240"}

@inproceedings{bb23763,
        AUTHOR = "Jo, Y. and Chun, S.Y. and Choi, J.H.",
        TITLE = "Rethinking Deep Image Prior for Denoising",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5067-5076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22241"}

@inproceedings{bb23764,
        AUTHOR = "Jang, G. and Lee, W. and Son, S. and Lee, K.",
        TITLE = "C2N: Practical Generative Noise Modeling for Real-World Denoising",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "2330-2339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22242"}

@inproceedings{bb23765,
        AUTHOR = "Mou, C. and Zhang, J. and Wu, Z.Y.",
        TITLE = "Dynamic Attentive Graph Learning for Image Restoration",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "4308-4317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22243"}

@inproceedings{bb23766,
        AUTHOR = "Abu Hussein, S. and Tirer, T. and Chun, S.Y. and Eldar, Y.C. and Giryes, R.",
        TITLE = "Image Restoration by Deep Projected GSURE",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "91-100",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22244"}

@inproceedings{bb23767,
        AUTHOR = "Sarker, K. and Yang, X.L. and Li, Y. and Belkasim, S. and Ji, S.H.",
        TITLE = "A Unified Density-Driven Framework for Effective Data Denoising and
Robust Abstention",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "594-598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22245"}

@inproceedings{bb23768,
        AUTHOR = "Zhang, R. and Zhu, J. and Zha, Z. and Dauwels, J. and Wen, B.",
        TITLE = "R3L: Connecting Deep Reinforcement Learning To Recurrent Neural
Networks for Image Denoising Via Residual Recovery",
        BOOKTITLE = ICIP21,
        YEAR = "2021",
        PAGES = "1624-1628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22246"}

@inproceedings{bb23769,
        AUTHOR = "Zheng, H.Y. and Yong, H.W. and Zhang, L.",
        TITLE = "Deep Convolutional Dictionary Learning for Image Denoising",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "630-641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22247"}

@inproceedings{bb23770,
        AUTHOR = "Huang, T. and Li, S.J. and Jia, X. and Lu, H.C. and Liu, J.Z.",
        TITLE = "Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "14776-14785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22248"}

@inproceedings{bb23771,
        AUTHOR = "Tachella, J. and Tang, J.Q. and Davies, M.",
        TITLE = "The Neural Tangent Link Between CNN Denoisers and Non-Local Filters",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "8614-8623",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22249"}

@inproceedings{bb23772,
        AUTHOR = "Ren, C. and He, X. and Wang, C.C. and Zhao, Z.B.",
        TITLE = "Adaptive Consistency Prior based Deep Network for Image Denoising",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "8592-8602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22250"}

@inproceedings{bb23773,
        AUTHOR = "Kapishnikov, A. and Venugopalan, S. and Avci, B. and Wedin, B. and Terry, M. and Bolukbasi, T.",
        TITLE = "Guided Integrated Gradients:
An Adaptive Path Method for Removing Noise",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "5048-5056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22251"}

@inproceedings{bb23774,
        AUTHOR = "Pang, T.Y. and Zheng, H. and Quan, Y.H. and Ji, H.",
        TITLE = "Recorrupted-to-Recorrupted:
Unsupervised Deep Learning for Image Denoising",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "2043-2052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22252"}

@inproceedings{bb23775,
        AUTHOR = "Calvarons, A.F.",
        TITLE = "Improved Noise2Noise Denoising with Limited Data",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "796-805",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22253"}

@inproceedings{bb23776,
        AUTHOR = "Muller, L.K.",
        TITLE = "Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast
Neural Image Enhancement",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "284-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22254"}

@inproceedings{bb23777,
        AUTHOR = "Chu, X.J. and Chen, L.Y. and Chen, C.P. and Lu, X.",
        TITLE = "Improving Image Restoration by Revisiting Global Information
Aggregation",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "VII:53-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22255"}

@inproceedings{bb23778,
        AUTHOR = "Chen, L.Y. and Lu, X. and Zhang, J. and Chu, X.J. and Chen, C.P.",
        TITLE = "HINet: Half Instance Normalization Network for Image Restoration",
        BOOKTITLE = NTIRE21,
        YEAR = "2021",
        PAGES = "182-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22256"}

@inproceedings{bb23779,
        AUTHOR = "Tran, L.D. and Nguyen, S.M. and Arai, M.",
        TITLE = "GAN-based Noise Model for Denoising Real Images",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "IV:560-572",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22257"}

@inproceedings{bb23780,
        AUTHOR = "Zhang, M. and Shi, Y. and Sun, X. and Ling, N. and Qi, N.",
        TITLE = "Learning Redundant Sparsifying Transform based on Equi-Angular Frame",
        BOOKTITLE = VCIP20,
        YEAR = "2020",
        PAGES = "439-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22258"}

@inproceedings{bb23781,
        AUTHOR = "Wang, H.X. and Zhang, T.H. and Yu, M. and Sun, J. and Ye, W. and Wang, C. and Zhang, S.K.",
        TITLE = "Stacking Networks Dynamically for Image Restoration Based on the
Plug-and-play Framework",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIII:446-462",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22259"}

@inproceedings{bb23782,
        AUTHOR = "Kong, L.Y. and Ding, D.D. and Liu, F.C. and Mukherjee, D. and Joshi, U. and Chen, Y.",
        TITLE = "Guided CNN Restoration with Explicitly Signaled Linear Combination",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3379-3383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22260"}

@inproceedings{bb23783,
        AUTHOR = "Kattakinda, P. and Rajagopalan, A.N.",
        TITLE = "Unpaired Image Denoising",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1073-1077",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22261"}

@inproceedings{bb23784,
        AUTHOR = "Mamiya, K. and Miyata, T.",
        TITLE = "Few-Class Learning For Image-Classification-Aware Denoising",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "948-952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22262"}

@inproceedings{bb23785,
        AUTHOR = "He, J.W. and Dong, C. and Qiao, Y.",
        TITLE = "Interactive Multi-dimension Modulation with Dynamic Controllable
Residual Learning for Image Restoration",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XX:53-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22263"}

@inproceedings{bb23786,
        AUTHOR = "Yue, Z.S. and Zhao, Q. and Zhang, L. and Meng, D.Y.",
        TITLE = "Dual Adversarial Network: Toward Real-world Noise Removal and Noise
Generation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:41-58",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22264"}

@inproceedings{bb23787,
        AUTHOR = "Wang, Y.Z. and Huang, H.B. and Xu, Q. and Liu, J.M. and Liu, Y.Q. and Wang, J.",
        TITLE = "Practical Deep Raw Image Denoising on Mobile Devices",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VI:1-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22265"}

@inproceedings{bb23788,
        AUTHOR = "Wu, X.H. and Liu, M. and Cao, Y. and Ren, D.W. and Zuo, W.M.",
        TITLE = "Unpaired Learning of Deep Image Denoising",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:352-368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22266"}

@inproceedings{bb23789,
        AUTHOR = "Anwar, S. and Huynh, C.P. and Porikli, F.M.",
        TITLE = "Identity Enhanced Residual Image Denoising",
        BOOKTITLE = NTIRE20,
        YEAR = "2020",
        PAGES = "2201-2210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22267"}

@inproceedings{bb23790,
        AUTHOR = "Liu, Y. and Anwar, S. and Zheng, L. and Tian, Q.",
        TITLE = "GradNet Image Denoising",
        BOOKTITLE = NTIRE20,
        YEAR = "2020",
        PAGES = "2140-2149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22268"}

@inproceedings{bb23791,
        AUTHOR = "Du, W.C. and Chen, H. and Yang, H.Y.",
        TITLE = "Learning Invariant Representation for Unsupervised Image Restoration",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14471-14480",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22269"}

@inproceedings{bb23792,
        AUTHOR = "Vaksman, G. and Elad, M. and Milanfar, P.",
        TITLE = "LIDIA: Lightweight Learned Image Denoising with Instance Adaptation",
        BOOKTITLE = NTIRE20,
        YEAR = "2020",
        PAGES = "2220-2229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22270"}

@inproceedings{bb23793,
        AUTHOR = "Maeda, S.",
        TITLE = "Fast and Flexible Image Blind Denoising via Competition of Experts",
        BOOKTITLE = NTIRE20,
        YEAR = "2020",
        PAGES = "2239-2247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22271"}

@inproceedings{bb23794,
        AUTHOR = "Moran, N. and Schmidt, D. and Zhong, Y. and Coady, P.",
        TITLE = "Noisier2Noise: Learning to Denoise From Unpaired Noisy Data",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12061-12069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22272"}

@inproceedings{bb23795,
        AUTHOR = "Gu, S. and Li, Y. and Van Gool, L.J. and Timofte, R.",
        TITLE = "Self-Guided Network for Fast Image Denoising",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2511-2520",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22273"}

@inproceedings{bb23796,
        AUTHOR = "Izadi, S. and Mirikharaji, Z. and Zhao, M. and Hamarneh, G.",
        TITLE = "WhiteNNer-Blind Image Denoising via Noise Whiteness Priors",
        BOOKTITLE = VRMI19,
        YEAR = "2019",
        PAGES = "476-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22274"}

@inproceedings{bb23797,
        AUTHOR = "Brooks, T. and Mildenhall, B. and Xue, T.F. and Chen, J.W. and Sharlet, D. and Barron, J.T.",
        TITLE = "Unprocessing Images for Learned Raw Denoising",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11028-11037",
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@inproceedings{bb23798,
        AUTHOR = "Krull, A. and Buchholz, T.O. and Jug, F.",
        TITLE = "Noise2Void - Learning Denoising From Single Noisy Images",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2124-2132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22276"}

@inproceedings{bb23799,
        AUTHOR = "Zou, H. and Lan, R. and Zhong, Y. and Liu, Z. and Luo, X.",
        TITLE = "EDCNN: A Novel Network for Image Denoising",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "1129-1133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc131nn1.html#TT22277"}

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