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

[IEEE TIP] Vision Transformers for Single Image Dehazing

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

[CVPR 2023] | RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors

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

[CVPR 2018 NTIRE Workshop] Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

[ICLR 2023] Selective Frequency Network for Image Restoration

python implementation of the paper: "Efficient Image Dehazing with Boundary Constraint and Contextual Regularization"

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

Compound Multi-branch Feature Fusion for Real Image Restoration

Revitalizing Convolutional Network for Image Restoration

[TPAMI] Image Restoration via Frequency Selection

[Neural Networks] Dual-domain strip attention for image restoration

[AAAI2024] Omni-Kernel Network for Image Restoration

[Knowledge-Based Systems] Exploring the Potential of Channel Interactions for Image Restoration

[ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline

EDN-GTM for Single Image Dehazing

Self-supervised Learning and Adaptation for Single Image Dehazing (IJCAI-ECAI 2022 long presentation)