A Collection of Papers and Codes for CVPR2026/CVPR2025/CVPR2024/CVPR2021/CVPR2020 Low Level Vision
🔥 🔥 🔥 A paper list of some recent Computer Vision(CV) works
[ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.
Vision Transformers for Single Image Dehazing
A Repository for Diffusion-Model-related Papers in Low-level Vision
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
[IEEE TIP 2024] DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention
Single Image Haze Removal Using Dark Channel Prior
A Collection of Papers and Codes for ECCV2026/ECCV2024/ECCV2020 Low Level Vision
[CVPR 2023] | RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors
[ICLR'25] AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation
A Collection of Low Level Vision Research Groups
[ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer
[CVPR 2018 NTIRE Workshop] Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing
[ICLR 2023] Selective Frequency Network for Image Restoration
Revitalizing Convolutional Network for Image Restoration
python implementation of the paper: "Efficient Image Dehazing with Boundary Constraint and Contextual Regularization"
[TPAMI] Image Restoration via Frequency Selection
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration
Compound Multi-branch Feature Fusion for Real Image Restoration