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CVPR 2022Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model [Paper] [Code] -
CVPR 2022TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions [Paper] [Code] (Please refer to arxiv version.) -
CVPR 2020All in One Bad Weather Removal using Architectural Search [Paper] -
PAMI 2023Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models [Paper] [Code] -
CVPR 2023SmartAssign: Learning A Smart Knowledge Assignment Strategy for Deraining and Desnowing [Paper] -
CVPR 2023Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions [Paper] [Code] -
CVPR 2023All-in-one Image Restoration for Unknown Degradations Using Adaptive Discriminative Filters for Specific Degradations [Paper] -
Arxiv 2023Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go [Paper] -
Arxiv 2023MoWE: Mixture of Weather Experts for Multiple Adverse Weather Removal [Paper] -
Arxiv 2023GridFormer: Residual Dense Transformer with Grid Structure for Image Restoration in Adverse Weather Conditions [Paper] -
Arxiv 2023Exploring the Application of Large-scale Pre-trained Models on Adverse Weather Removal [Paper] -
ICCV 2023Multi-weather Image Restoration via Domain Translation [Paper] [Code] -
Arxiv 2023MetaWeather: Few-Shot Weather-Degraded Image Restoration via Degradation Pattern Matching [Paper] -
ICCV 2023Adverse Weather Removal with Codebook Priors [Paper] -
ICCV 2023Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation [Paper] [Code] -
Arxiv 2023Always Clear Days: Degradation Type and Severity Aware All-In-One Adverse Weather Removal [Paper] -
Arxiv 2023Language-driven All-in-one Adverse Weather Removal [Paper] -
Arxiv 2023Decoupling Degradation and Content Processing for Adverse Weather Image Restoration [Paper] -
AAAI 2024Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation [Paper] -
AAAI 2024Learning Real-World Image De-Weathering with Imperfect Supervision [Paper][Code]
ICCV 2021ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-tree Complex Wavelet Representation and Contradict Channel Loss [Paper] [Code]ECCV 2020JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal [Paper] [Code]TIP 2018DesnowNet: Context-aware deep network for snow removal [Paper]
CVPR 2021Removing Raindrops and Rain Streaks in One Go [Paper]CVPR 2018Attentive Generative Adversarial Network for Raindrop Removal from A Single Image [Paper] [Code]ECCV 2024Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal [Paper] [Code]
CVPR 2021 Pre-trained image processing transformer [Paper] [Code]
CVPR 2022 All-in-one image restoration for unknown corruption [Paper] [Code]
Arxiv 2022 On Efficient Transformer-Based Image Pre-training for Low-level Vision [Paper] [Code]
ICLR 2023 Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model [Paper] [Code]
NeurIPS 23 PromptIR: Prompting for All-in-One Blind Image Restoration [Paper] [Code]
Arxiv 2023 ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration [Paper] [Code]
CVPR 2023 Ingredient-oriented Multi-Degradation Learning for Image Restoration [Paper]
ICCV 2023 Learning Image-Adaptive Codebooks for Class-Agnostic Image Restoration [Paper]
Arxiv 2023 AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion [Paper]
Arxiv 2023 Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration [Paper]