Image Deraining Collection

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“[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring. ”

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“A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision”

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“[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.”

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“[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".”

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“[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.”

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“PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]”

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“A Collection of Papers and Codes for ECCV2024/ECCV2020 Low Level Vision ”

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“A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐”

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“[ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation”

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“A Collection of Papers and Codes for ICCV2025/ICCV2021 Low Level Vision”

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“A Collection of Low Level Vision Research Groups”

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“[ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer”

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“KBNet: Kernel Basis Network for Image Restoration”

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“Revitalizing Convolutional Network for Image Restoration”

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“[ICLR 2023] Selective Frequency Network for Image Restoration”

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“[TPAMI] Image Restoration via Frequency Selection”

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“ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration”

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“Compound Multi-branch Feature Fusion for Real Image Restoration”