Image Restoration

Total Variation Optimization Layers for Computer Vision CVPR 2022 Toward Fast, Flexible, and Robust Low-Light Image Enhancement CVPR 2022 Towards Accurate Facial Motion Retargeting with Identity-Consistent and Expression-Exclusive Constraints AAAI 2022 Towards Adversarially Robust Deep Image Denoising IJCAI 2022 Towards Bidirectional Arbitrary Image Rescaling: Joint Optimization and Cycle Idempotence CVPR 2022 Towards End-to-End Image Compression and Analysis with Transformers AAAI 2022 Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022 Towards Robust Blind Face Restoration with Codebook Lookup Transformer NeurIPS 2022 Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond CVPR 2022 Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization AAAI 2022 Training a Task-Specific Image Reconstruction Loss WACV 2022 Transcoded Video Restoration by Temporal Spatial Auxiliary Network AAAI 2022 Transfer Learning for Color Constancy via Statistic Perspective AAAI 2022 Transformer-Empowered Multi-Scale Contextual Matching and Aggregation for Multi-Contrast MRI Super-Resolution CVPR 2022 TransWeather: Transformer-Based Restoration of Images Degraded by Adverse Weather Conditions CVPR 2022 Uformer: A General U-Shaped Transformer for Image Restoration CVPR 2022 Uncertainty-Driven Dehazing Network AAAI 2022 Unifying Motion Deblurring and Frame Interpolation With Events CVPR 2022 Unpaired Deep Image Deraining Using Dual Contrastive Learning CVPR 2022 Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity CVPR 2022 Unsupervised Learning From Incomplete Measurements for Inverse Problems NeurIPS 2022 Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration IJCAI 2022 Unsupervised Underwater Image Restoration: From a Homology Perspective AAAI 2022 URetinex-Net: Retinex-Based Deep Unfolding Network for Low-Light Image Enhancement CVPR 2022 UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes NeurIPS 2022