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        AUTHOR = "Qi, X.Y. and Song, T.Y. and Dong, H. and Jin, J. and Jin, G.Y. and Li, P.P.",
        TITLE = "Dual-branch collaborative transformer for effective image deraining",
        JOURNAL = JVCIR,
        VOLUME = "100",
        YEAR = "2024",
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@article{bb15201,
        AUTHOR = "Wu, W. and Chang, H. and Li, Z.",
        TITLE = "See SIFT in a Rain",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "3700-3713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13719"}

@article{bb15202,
        AUTHOR = "Chen, X.Q. and Wei, C.X. and Yang, Y. and Luo, L.J. and Biancardo, S.A. and Mei, X.J.",
        TITLE = "Personnel Trajectory Extraction From Port-Like Videos Under Varied
Rainy Interferences",
        JOURNAL = ITS,
        VOLUME = "25",
        YEAR = "2024",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "6567-6579",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13720"}

@article{bb15203,
        AUTHOR = "Mao, D.Q. and Gao, S.S. and Li, Z.Y. and Dai, H.H. and Zhang, Y.F. and Zhou, Y.F.",
        TITLE = "Aggregating Global and Local Representations via Hybrid Transformer
for Video Deraining",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "7512-7522",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13721"}

@article{bb15204,
        AUTHOR = "Ding, Z.N. and Zhu, Y. and Niu, S.S. and Wang, J.Y. and Su, Y.",
        TITLE = "DDR: A network of image deraining systems for dark environments",
        JOURNAL = JVCIR,
        VOLUME = "103",
        YEAR = "2024",
        PAGES = "104244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13722"}

@article{bb15205,
        AUTHOR = "Shi, C. and Fang, L. and Wu, H. and Xian, X.Y. and Shi, Y.K. and Lin, L.",
        TITLE = "NiteDR: Nighttime Image De-Raining With Cross-View Sensor Cooperative
Learning for Dynamic Driving Scenes",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "9203-9215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13723"}

@article{bb15206,
        AUTHOR = "Zhou, W. and Ye, L.H.",
        TITLE = "UC-former: A multi-scale image deraining network using enhanced
transformer",
        JOURNAL = CVIU,
        VOLUME = "248",
        YEAR = "2024",
        PAGES = "104097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13724"}

@article{bb15207,
        AUTHOR = "Xue, X.W. and He, J. and Ma, L. and Meng, X.Y. and Li, W. and Liu, R.S.",
        TITLE = "ASF-Net: Robust video deraining via temporal alignment and online
adaptive learning",
        JOURNAL = PR,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "110973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13725"}

@article{bb15208,
        AUTHOR = "Li, H.X. and Zhang, W.P. and Li, X.T. and Li, C.",
        TITLE = "Breaking the rain barrier:
A novel approach in image processing with AMGR-Net",
        JOURNAL = IET-IPR,
        VOLUME = "18",
        YEAR = "2024",
        NUMBER = "13",
        PAGES = "4381-4393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13726"}

@article{bb15209,
        AUTHOR = "Yan, T. and Zhu, X.J. and Chen, X.L. and He, W.J. and Wang, C.L. and Yang, Y. and Wang, Y.H. and Chang, X.J.",
        TITLE = "GLGFN: Global-Local Grafting Fusion Network for High-Resolution Image
Deraining",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "10860-10873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13727"}

@article{bb15210,
        AUTHOR = "Fu, X.Y. and Cao, C.Z. and Xu, S. and Zhang, F. and Wang, K.Y. and Zha, Z.J.",
        TITLE = "Event-Driven Heterogeneous Network for Video Deraining",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5841-5861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13728"}

@article{bb15211,
        AUTHOR = "Li, J. and Hu, J.C. and Fu, P.Y. and Yang, J. and Jiang, J.J. and Zhang, Y.J.",
        TITLE = "Ultra-Fast Deraining Plugin for Vision-Based Perception of Autonomous
Driving",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1227-1240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13729"}

@article{bb15212,
        AUTHOR = "Guo, Q. and Qi, H. and Sun, J.Y. and Xu, F.J.F. and Ma, L. and Lin, D. and Feng, W. and Wang, S.",
        TITLE = "EfficientDeRain+: Learning Uncertainty-Aware Filtering via RainMix
Augmentation for High-Efficiency Deraining",
        JOURNAL = IJCV,
        VOLUME = "133",
        YEAR = "2025",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2111-2135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13730"}

@inproceedings{bb15213,
        AUTHOR = "Wang, S. and Zhu, L. and Fu, H.Z. and Qin, J. and Schonlieb, C.B. and Feng, W. and Wang, S.",
        TITLE = "Rethinking Video Rain Streak Removal: A New Synthesis Model and a
Deraining Network with Video Rain Prior",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XIX:565-582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13731"}

@article{bb15214,
        AUTHOR = "Li, J.F. and Yan, S.H. and Liu, X.Y. and Zhang, J. and Zhuo, L.",
        TITLE = "CycFormer: Unsupervised Rain Removal Network Based on CycleGAN and
Transformer",
        JOURNAL = ITS,
        VOLUME = "26",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "10596-10611",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13732"}

@article{bb15215,
        AUTHOR = "Gong, M. and Yu, J.L. and Wang, Z.W. and Chi, S.",
        TITLE = "GKC-Net: Gated KAN with Channel-Position Attention Mechanism for
Image Deraining",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13733"}

@article{bb15216,
        AUTHOR = "Peng, Y.T. and Li, W.H. and Chen, Z.",
        TITLE = "Rain2Avoid: Learning Deraining by Self-Supervision",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "4765-4779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13734"}

@article{bb15217,
        AUTHOR = "Zhang, F. and You, S. and Li, Y. and Fu, Y.",
        TITLE = "Learning Rain Location Prior for Nighttime Deraining and Beyond",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9169-9186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13735"}

@inproceedings{bb15218,
        AUTHOR = "Zhang, F. and You, S. and Li, Y. and Fu, Y.",
        TITLE = "Learning Rain Location Prior for Nighttime Deraining",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "13102-13111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13736"}

@article{bb15219,
        AUTHOR = "Wu, W. and Zhai, W.Z. and Liu, Y. and Hu, X.B. and Yang, T. and Li, Z.",
        TITLE = "Three-domain joint deraining network for video rain streak removal",
        JOURNAL = SP:IC,
        VOLUME = "139",
        YEAR = "2025",
        PAGES = "117400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13737"}

@article{bb15220,
        AUTHOR = "Zhou, S.H. and Pan, J.S. and Yang, J.F.",
        TITLE = "Learning an Adaptive Sparse Transformer for Efficient Image
Restoration",
        JOURNAL = PAMI,
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        YEAR = "2025",
        NUMBER = "11",
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        PAGES = "10344-10360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13738"}

@inproceedings{bb15221,
        AUTHOR = "Zhou, S.H. and Chen, D. and Pan, J.S. and Shi, J.L. and Yang, J.F.",
        TITLE = "Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature
Refinement for Image Restoration",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "2952-2963",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13739"}

@article{bb15222,
        AUTHOR = "Gai, S. and Ni, Y.H.",
        TITLE = "Reduced Biquaternion Dual-Branch Deraining U-Network via
Multi-Attention Mechanism",
        JOURNAL = IP,
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        YEAR = "2025",
        PAGES = "6286-6301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13740"}

@article{bb15223,
        AUTHOR = "Zhu, Z.L. and Zeng, T. and Yang, T. and Luo, G.L. and Zeng, J.Y.",
        TITLE = "DeRainMamba: A Frequency-Aware State Space Model With Detail
Enhancement for Image Deraining",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "3869-3873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13741"}

@inproceedings{bb15224,
        AUTHOR = "Sun, S.Q. and Ren, W.Q. and Zhou, J. and Wang, S. and Gan, J. and Cao, X.C.",
        TITLE = "Semi-Supervised State-Space Model with Dynamic Stacking Filter for
Real-World Video Deraining",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "26114-26124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13742"}

@inproceedings{bb15225,
        AUTHOR = "Dong, G.L. and Zheng, T.H. and Cao, Y.Z.H. and Qing, L. and Ren, C.",
        TITLE = "Channel Consistency Prior and Self-Reconstruction Strategy Based
Unsupervised Image Deraining",
        BOOKTITLE = CVPR25,
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        PAGES = "7469-7479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13743"}

@inproceedings{bb15226,
        AUTHOR = "Zhou, H.L. and Yang, S.H. and Zhu, Y.M. and Liu, F.",
        TITLE = "Sparse Non-Localized Self-Attention Transformer for High-Quality
Image Deraining",
        BOOKTITLE = ICIVC24,
        YEAR = "2024",
        PAGES = "267-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13744"}

@inproceedings{bb15227,
        AUTHOR = "Chen, T.T. and Lin, B.B. and Jin, Y. and Yan, W.D. and Ye, W. and Yuan, Y. and Tan, R.T.",
        TITLE = "Dual-rain: Video Rain Removal Using Assertive and Gentle Teachers",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXVIII: 127-143",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13745"}

@inproceedings{bb15228,
        AUTHOR = "Yamashita, S. and Ikehara, M.",
        TITLE = "Image Deraining with Frequency-enhanced State Space Model",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "IV: 318-334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13746"}

@inproceedings{bb15229,
        AUTHOR = "Gao, N. and Jiang, X.Y. and Zhang, X. and Deng, Y.",
        TITLE = "Efficient Frequency-domain Image Deraining with Contrastive
Regularization",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLI: 240-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13747"}

@inproceedings{bb15230,
        AUTHOR = "Ye, Z. and Cho, J. and Oh, C.J.",
        TITLE = "Improving Image De-Raining Using Reference-Guided Transformers",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "1629-1634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13748"}

@inproceedings{bb15231,
        AUTHOR = "He, Y.H. and Jiang, A. and Jiang, L.F. and Peng, L. and Wang, Z.F. and Wang, L.",
        TITLE = "Dual-Path Coupled Image Deraining Network Via Spatial-Frequency
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        YEAR = "2024",
        PAGES = "1452-1458",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13749"}

@inproceedings{bb15232,
        AUTHOR = "Chen, X. and Pan, J.S. and Dong, J.X.",
        TITLE = "Bidirectional Multi-Scale Implicit Neural Representations for Image
Deraining",
        BOOKTITLE = CVPR24,
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        PAGES = "25627-25636",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13750"}

@inproceedings{bb15233,
        AUTHOR = "Zheng, S. and Lu, C.J. and Narasimhan, S.G.",
        TITLE = "TPSeNCE: Towards Artifact-Free Realistic Rain Generation for
Deraining and Object Detection in Rain",
        BOOKTITLE = WACV24,
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        PAGES = "5382-5391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13751"}

@inproceedings{bb15234,
        AUTHOR = "Munir, A. and Siddiqui, A.J. and Anwar, S.",
        TITLE = "Investigation of UAV Detection in Images with Complex Backgrounds and
Rainy Artifacts",
        BOOKTITLE = RWSurvil24,
        YEAR = "2024",
        PAGES = "232-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13752"}

@inproceedings{bb15235,
        AUTHOR = "Wang, J. and Weng, W.M. and Zhang, Y.Y. and Xiong, Z.W.",
        TITLE = "Unsupervised Video Deraining with An Event Camera",
        BOOKTITLE = ICCV23,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13753"}

@inproceedings{bb15236,
        AUTHOR = "Guo, Y. and Xiao, X. and Chang, Y. and Deng, S. and Yan, L.X.",
        TITLE = "From Sky to the Ground: A Large-scale Benchmark and Simple Baseline
Towards Real Rain Removal",
        BOOKTITLE = ICCV23,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13754"}

@inproceedings{bb15237,
        AUTHOR = "Schmalfuss, J. and Mehl, L. and Bruhn, A.",
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@inproceedings{bb15238,
        AUTHOR = "Fan, C.M. and Liu, T.J. and Liu, K.H.",
        TITLE = "Compound Multi-Branch Feature Fusion for Image Deraindrop",
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@inproceedings{bb15239,
        AUTHOR = "Zhang, H. and Ba, Y.H. and Yang, E. and Mehra, V. and Gella, B. and Suzuki, A. and Pfahnl, A. and Chandrappa, C.C. and Wong, A. and Kadambi, A.",
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@inproceedings{bb15240,
        AUTHOR = "Li, Y.F. and Lu, J. and Chen, H.M. and Wu, X. and Chen, X.",
        TITLE = "Dilated Convolutional Transformer for High-Quality Image Deraining",
        BOOKTITLE = UG23,
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        PAGES = "4199-4207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/compute101rn1.html#TT13758"}

@inproceedings{bb15241,
        AUTHOR = "Wang, Y.L. and Ma, C. and Liu, J.Z.",
        TITLE = "SmartAssign:Learning A Smart Knowledge Assignment Strategy for
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        BOOKTITLE = CVPR23,
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        PAGES = "3677-3686",
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@inproceedings{bb15242,
        AUTHOR = "Chen, X. and Li, H. and Li, M.Q. and Pan, J.S.",
        TITLE = "Learning A Sparse Transformer Network for Effective Image Deraining",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
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@inproceedings{bb15243,
        AUTHOR = "Yan, Z.Y. and Ma, L.Y. and Luo, X.F. and Sun, Y.",
        TITLE = "Multi-scale and Multi-stage Deraining Network with Fourier Space Loss",
        BOOKTITLE = MMMod23,
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        PAGES = "II: 575-586",
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@inproceedings{bb15244,
        AUTHOR = "Rai, S.N. and Saluja, R. and Arora, C. and Balasubramanian, V.N. and Subramanian, A. and Jawahar, C.V.",
        TITLE = "FLUID: Few-Shot Self-Supervised Image Deraining",
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@inproceedings{bb15245,
        AUTHOR = "Hu, Y.Z. and Yang, W.H. and Liu, J.Y. and Guo, Z.M.",
        TITLE = "Rain-Prior Injected Knowledge Distillation for Single Image Deraining",
        BOOKTITLE = ICIP22,
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        PAGES = "2571-2575",
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@inproceedings{bb15246,
        AUTHOR = "Chen, Z.B. and Wang, Y.G.",
        TITLE = "DTT-Net: Dual-Domain Translation Transformer for Semi-Supervised
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        BOOKTITLE = ICIP22,
        YEAR = "2022",
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@inproceedings{bb15247,
        AUTHOR = "Shyam, P. and Kim, K.S. and Yoon, K.J.",
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@inproceedings{bb15248,
        AUTHOR = "Yu, Y. and Yang, W.H. and Tan, Y.P. and Kot, A.C.",
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A Comprehensive Benchmark Analysis and Beyond",
        BOOKTITLE = CVPR22,
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@inproceedings{bb15249,
        AUTHOR = "Zou, W.Q. and Wang, Y. and Fu, X.Y. and Cao, Y.",
        TITLE = "Dreaming to Prune Image Deraining Networks",
        BOOKTITLE = CVPR22,
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@inproceedings{bb15250,
        AUTHOR = "Purohit, K. and Suin, M. and Rajagopalan, A.N. and Boddeti, V.N.",
        TITLE = "Spatially-Adaptive Image Restoration using Distortion-Guided Networks",
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@inproceedings{bb15251,
        AUTHOR = "Xiao, J. and Zhou, M. and Fu, X.Y. and Liu, A.P. and Zha, Z.J.",
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@inproceedings{bb15252,
        AUTHOR = "Chen, X. and Fan, Z.T. and Li, P.P. and Dai, L.G. and Kong, C. and Zheng, Z.R. and Huang, Y.F. and Li, Y.F.",
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        BOOKTITLE = ECCV22,
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        PAGES = "XVII:632-648",
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@inproceedings{bb15253,
        AUTHOR = "Chen, X. and Pan, J.S. and Jiang, K. and Li, Y.F. and Huang, Y.F. and Kong, C. and Dai, L.G. and Fan, Z.T.",
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@inproceedings{bb15254,
        AUTHOR = "Liu, Y. and Yue, Z.Y. and Pan, J.S. and Su, Z.X.",
        TITLE = "Unpaired Learning for Deep Image Deraining with Rain Direction
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        BOOKTITLE = ICCV21,
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@inproceedings{bb15255,
        AUTHOR = "Yi, Q. and Li, J.C. and Dai, Q. and Fang, F. and Zhang, G.X. and Zeng, T.Y.",
        TITLE = "Structure-Preserving Deraining with Residue Channel Prior Guidance",
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@inproceedings{bb15256,
        AUTHOR = "Zhou, J.Y. and Leong, C. and Lin, M. and Liao, W.T. and Li, C.D.",
        TITLE = "Task Adaptive Network for Image Restoration with Combined Degradation
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