| UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache | May 20, 2025 | 4k8k | —Unverified | 0 |
| Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing | Apr 24, 2025 | Image Dehazingobject-detection | CodeCode Available | 0 |
| snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing | Apr 13, 2025 | Image DehazingImage Reconstruction | —Unverified | 0 |
| SAD-Net: a full spectral self-attention detail enhancement network for single image dehazing | Apr 7, 2025 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model | Mar 17, 2025 | Image DehazingSemantic Segmentation | CodeCode Available | 0 |
| Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing | Mar 17, 2025 | Image Dehazing | —Unverified | 0 |
| Feature Fusion Attention Network with CycleGAN for Image Dehazing, De-Snowing and De-Raining | Mar 8, 2025 | Image DehazingSSIM | —Unverified | 0 |
| Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing | Mar 3, 2025 | DecoderImage Dehazing | —Unverified | 0 |
| CLIP-DQA: Blindly Evaluating Dehazed Images from Global and Local Perspectives Using CLIP | Feb 3, 2025 | Image DehazingImage Quality Assessment | CodeCode Available | 0 |
| EENet: Frequency-Aware and Spatially Multiscale Network for Single Image Dehazing | Feb 1, 2025 | DeblurringImage Defocus Deblurring | CodeCode Available | 0 |
| Transformer-Driven Inverse Problem Transform for Fast Blind Hyperspectral Image Dehazing | Jan 3, 2025 | Image DehazingSpectral Super-Resolution | —Unverified | 0 |
| Distilled Pooling Transformer Encoder for Efficient Realistic Image Dehazing | Dec 18, 2024 | Generative Adversarial NetworkImage Dehazing | CodeCode Available | 0 |
| Towards Context-aware Convolutional Network for Image Restoration | Dec 15, 2024 | DeblurringImage Dehazing | —Unverified | 0 |
| Deep Variational Bayesian Modeling of Haze Degradation Process | Dec 4, 2024 | Image DehazingSingle Image Dehazing | CodeCode Available | 0 |
| Frequency-Guided Posterior Sampling for Diffusion-Based Image Restoration | Nov 22, 2024 | DeblurringImage Dehazing | —Unverified | 0 |
| A Polarization Image Dehazing Method Based on the Principle of Physical Diffusion | Nov 15, 2024 | Image Dehazing | —Unverified | 0 |
| Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration | Nov 10, 2024 | DeblurringImage Deblurring | —Unverified | 0 |
| YOLO-Vehicle-Pro: A Cloud-Edge Collaborative Framework for Object Detection in Autonomous Driving under Adverse Weather Conditions | Oct 23, 2024 | Autonomous DrivingImage Dehazing | —Unverified | 0 |
| DRACO-DehazeNet: An Efficient Image Dehazing Network Combining Detail Recovery and a Novel Contrastive Learning Paradigm | Oct 18, 2024 | Contrastive LearningImage Dehazing | —Unverified | 0 |
| WTCL-Dehaze: Rethinking Real-world Image Dehazing via Wavelet Transform and Contrastive Learning | Oct 7, 2024 | Autonomous DrivingContrastive Learning | —Unverified | 0 |
| CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters | Sep 13, 2024 | Image Dehazing | CodeCode Available | 0 |
| Power Line Aerial Image Restoration under dverse Weather: Datasets and Baselines | Sep 7, 2024 | Image DehazingImage Restoration | CodeCode Available | 0 |
| Adapt CLIP as Aggregation Instructor for Image Dehazing | Aug 22, 2024 | Image DehazingMamba | —Unverified | 0 |
| Single Image Dehazing Using Scene Depth Ordering | Aug 11, 2024 | Computational EfficiencyImage Dehazing | —Unverified | 0 |
| Scaling Up Single Image Dehazing Algorithm by Cross-Data Vision Alignment for Richer Representation Learning and Beyond | Jul 20, 2024 | Data AugmentationImage Dehazing | CodeCode Available | 0 |
