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        TITLE = "Diffusion Laguerre Fourier Hierarchical Algorithm for Distributed
Censored Regression Over Networks",
        JOURNAL = SPLetters,
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        YEAR = "2025",
        PAGES = "3275-3279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22632"}

@article{bb24201,
        AUTHOR = "Qian, X.Y. and Wang, X. and Xing, Y.J. and Yang, G.S. and Dun, X. and Wang, Z.S. and Cheng, X.B.",
        TITLE = "MWR-Net: An Edge-Oriented Lightweight Framework for Image Restoration
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        JOURNAL = RS,
        VOLUME = "17",
        YEAR = "2025",
        NUMBER = "17",
        PAGES = "3005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22633"}

@article{bb24202,
        AUTHOR = "Yan, Y.Y. and Yao, S.Y. and Ren, W.Q. and Zhang, R. and Guo, Q. and Cao, X.C.",
        TITLE = "CAN: Cascade Augmentations Against Noise for Image Restoration",
        JOURNAL = IP,
        VOLUME = "34",
        YEAR = "2025",
        PAGES = "5131-5146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22634"}

@inproceedings{bb24203,
        AUTHOR = "Zamfir, E. and Wu, Z.W. and Mehta, N. and Tan, Y.D. and Paudel, D.P. and Zhang, Y. and Timofte, R.",
        TITLE = "Complexity Experts are Task-Discriminative Learners for Any Image
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "12753-12763",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22635"}

@inproceedings{bb24204,
        AUTHOR = "Pei, G.Z. and Lyu, S.J. and Chen, G. and Ma, K. and Xu, Q.Q. and Sun, Y.F. and Huang, Q.M.",
        TITLE = "Divide and Conquer: Heterogeneous Noise Integration for
Diffusion-based Adversarial Purification",
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@inproceedings{bb24205,
        AUTHOR = "Purohit, V. and Repasky, M. and Lu, J.F. and Qiu, Q. and Xie, Y. and Cheng, X.Y.",
        TITLE = "Consistency Posterior Sampling for Diverse Image Synthesis",
        BOOKTITLE = CVPR25,
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        PAGES = "28327-28336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22637"}

@inproceedings{bb24206,
        AUTHOR = "Tian, X.P. and Liao, X.Y. and Liu, X. and Li, M. and Ren, C.",
        TITLE = "Degradation-Aware Feature Perturbation for All-in-One Image
Restoration",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "28165-28175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22638"}

@inproceedings{bb24207,
        AUTHOR = "Wang, H.R. and Mai, X.J. and Tao, Z. and Tong, X. and Lin, J.X. and Wang, Y. and Yu, J. and Yan, S.Q. and Zhou, Z.H. and Zhang, W.Q.",
        TITLE = "D2SP: Dynamic Dual-Stage Purification Framework for Dual Noise
Mitigation in Vision-Based Affective Recognition",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "19218-19229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22639"}

@inproceedings{bb24208,
        AUTHOR = "Liu, H. and Fu, J.H. and Xie, Q. and Meng, D.Y.",
        TITLE = "Rotation-Equivariant Self-Supervised Method in Image Denoising",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "12720-12730",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22640"}

@inproceedings{bb24209,
        AUTHOR = "Bai, Y. and Fu, J.H. and Xie, Q. and Meng, D.Y.",
        TITLE = "A Regularization-Guided Equivariant Approach for Image Restoration",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "2300-2310",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22641"}

@inproceedings{bb24210,
        AUTHOR = "Gu, Y. and Meng, Y. and Ji, J.Y. and Sun, X.S.",
        TITLE = "ACL: Activating Capability of Linear Attention for Image Restoration",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "17913-17923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22642"}

@inproceedings{bb24211,
        AUTHOR = "Wang, S.Y. and Zheng, N. and Huang, J. and Zhao, F.",
        TITLE = "Navigating Image Restoration with VAR's Distribution Alignment Prior",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "7559-7569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22643"}

@inproceedings{bb24212,
        AUTHOR = "Liu, Y. and Li, D. and Fu, X. and Lu, X. and Huang, J. and Zha, Z.J.",
        TITLE = "UHD-processer: Unified UHD Image Restoration with Progressive
Frequency Learning and Degradation-aware Prompts",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23121-23130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22644"}

@inproceedings{bb24213,
        AUTHOR = "Terris, M. and Kamilov, U.S. and Moreau, T.",
        TITLE = "FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "23185-23194",
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@inproceedings{bb24214,
        AUTHOR = "Luo, W.Y. and Qin, H. and Chen, Z. and Wang, L. and Zheng, D.D. and Li, Y.M. and Liu, Y.F. and Li, B. and Hu, W.M.",
        TITLE = "Visual-Instructed Degradation Diffusion for All-in-One Image
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        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "12764-12777",
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@inproceedings{bb24215,
        AUTHOR = "Papkov, M. and Chizhov, P. and Parts, L.",
        TITLE = "SwinIA: Self-Supervised Blind-Spot Image Denoising Without
Convolutions",
        BOOKTITLE = WACV25,
        YEAR = "2025",
        PAGES = "7071-7080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22647"}

@inproceedings{bb24216,
        AUTHOR = "Mohammed, S.K. and Singh, S.",
        TITLE = "ZS-ACL: Light-Weight Zero-Shot Image Denoising Using
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        BOOKTITLE = IVCNZ24,
        YEAR = "2024",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22648"}

@inproceedings{bb24217,
        AUTHOR = "Wu, J.W. and Jin, Z.",
        TITLE = "Unsupervised Variational Translator for Bridging Image Restoration and
High-level Vision Tasks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXVIII: 214-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22649"}

@inproceedings{bb24218,
        AUTHOR = "Mao, J.F. and Wang, X.T. and Aizawa, K.",
        TITLE = "The Lottery Ticket Hypothesis in Denoising: Towards Semantic-driven
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        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXIV: 93-109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22650"}

@inproceedings{bb24219,
        AUTHOR = "Oh, Y.J. and Lee, K. and Lee, J.Y. and Lee, D.H. and Cho, N.I.",
        TITLE = "Panel-specific Degradation Representation for Raw Under-display Camera
Image Restoration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLVIII: 359-375",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22651"}

@inproceedings{bb24220,
        AUTHOR = "Jiang, X.Y. and Zhang, X. and Gao, N. and Deng, Y.",
        TITLE = "When Fast Fourier Transform Meets Transformer for Image Restoration",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XLV: 381-402",
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@inproceedings{bb24221,
        AUTHOR = "Qi, C.Y. and Tu, Z.Z. and Ye, K. and Delbracio, M. and Milanfar, P. and Chen, Q.F. and Talebi, H.",
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        YEAR = "2024",
        PAGES = "XL: 446-464",
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@inproceedings{bb24222,
        AUTHOR = "Zhou, S.H. and Pan, J.S. and Shi, J.L. and Chen, D. and Qu, L. and Yang, J.F.",
        TITLE = "Seeing the Unseen: A Frequency Prompt Guided Transformer for Image
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        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XVI: 246-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/image-proc119.html#TT22654"}

@inproceedings{bb24223,
        AUTHOR = "Zhou, Y.C. and Zhou, P. and Ng, T.K.",
        TITLE = "Efficient Cascaded Multiscale Adaptive Network for Image Restoration",
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        YEAR = "2024",
        PAGES = "XIX: 92-110",
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@inproceedings{bb24224,
        AUTHOR = "Park, D. and Kim, H. and Chun, S.Y.",
        TITLE = "Contribution-based Low-rank Adaptation with Pre-training Model for Real
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        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXIV: 87-105",
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        AUTHOR = "Guo, Y. and Gao, Y. and Lu, Y.X. and Zhu, H.L. and Liu, R.W. and He, S.F.",
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        PAGES = "XIX: 255-272",
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        AUTHOR = "Qin, C.J. and Wu, R.Q. and Liu, Z. and Lin, X. and Guo, C.L. and Park, H.H. and Li, C.Y.",
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        PAGES = "XLV: 364-380",
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@inproceedings{bb24227,
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and Fidelity for All-in-One Image Restoration",
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@inproceedings{bb24228,
        AUTHOR = "Nehete, H. and Monga, A. and Kaushik, P. and Kaushik, B.K.",
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@inproceedings{bb24233,
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@inproceedings{bb24256,
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@inproceedings{bb24257,
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@inproceedings{bb24261,
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@inproceedings{bb24263,
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@inproceedings{bb24275,
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