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image deraining

76 papers

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Co-occurring keywords

image restoration (1517) rain removal (40) convolutional neural network (4226) rain streak removal (23) image deblurring (190) image dehazing (89) image denoising (372) attention mechanism (4001) self-supervised learning (3777) transfer learning (5449)

Papers

SmartAssign: Learning a Smart Knowledge Assignment Strategy for Deraining and Desnowing CVPR 2023
Learning a Sparse Transformer Network for Effective Image Deraining CVPR 2023
DegAE: A New Pretraining Paradigm for Low-Level Vision CVPR 2023
IRNeXt: Rethinking Convolutional Network Design for Image Restoration ICML 2023
Multi-weather Image Restoration via Domain Translation ICCV 2023
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks ICCV 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining NIPS 2023
PromptIR: Prompting for All-in-One Image Restoration NIPS 2023
PromptRestorer: A Prompting Image Restoration Method with Degradation Perception NIPS 2023
Dual Prompt Learning for Continual Rain Removal from Single Images IJCAI 2023
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal ICCV 2023
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition ICCV 2023
Learning Rain Location Prior for Nighttime Deraining ICCV 2023
Hybrid CNN-Transformer Feature Fusion for Single Image Deraining AAAI 2023
DANet: Image Deraining via Dynamic Association Learning IJCAI 2022
Close the Loop: A Unified Bottom-Up and Top-Down Paradigm for Joint Image Deraining and Segmentation AAAI 2022
Online-Updated High-Order Collaborative Networks for Single Image Deraining AAAI 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration CVPR 2022
TransWeather: Transformer-Based Restoration of Images Degraded by Adverse Weather Conditions CVPR 2022
MAXIM: Multi-Axis MLP for Image Processing CVPR 2022
Stochastic Window Transformer for Image Restoration NIPS 2022
Dreaming To Prune Image Deraining Networks CVPR 2022
Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond CVPR 2022
FLUID: Few-Shot Self-Supervised Image Deraining WACV 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity CVPR 2022