image restoration

Retrieve-to-Restore: Efficient All-in-One Image Restoration with a Retrieval-Based Degradation Bank CVPR 2026 RevINN: An End-to-End Invertible Neural Network for Reversible Adversarial Examples Generation CVPR 2026 SEA-PACE: Semi-Supervised Underwater Image Enhancement via Gaussian Process–Assisted Self-Paced Learning AAAI 2026 Seeing the Unseen: Zooming in the Dark with Event Cameras AAAI 2026 Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance AAAI 2026 Self-supervised Dynamic Heterogeneous Degradation Modeling for Unified Zero-Shot Image Restoration CVPR 2026 ShiftLUT: Spatial Shift Enhanced Look-Up Tables for Efficient Image Restoration CVPR 2026 ShreddingNet: Coarse-to-Fine Restoration for Multi-Source Shredded Manuscripts CVPR 2026 SLCFormer: Spectral-Local Context Transformer with Physics-Grounded Flare Synthesis for Nighttime Flare Removal AAAI 2026 SODiff：Semantic-Oriented Diffusion Model for JPEG Compression Artifacts Removal AAAI 2026 Spatio-Temporal Difference Guided Motion Deblurring with the Complementary Vision Sensor CVPR 2026 SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation WACV 2026 Spike Stream Memory Transfer for Dynamic Scene Reconstruction AAAI 2026 SpikingIR: A Novel Converted Spiking Neural Network for Efficient Image Restoration AAAI 2026 SPJFNet: Self-Mining Prior-Guided Joint Frequency Enhancement for Ultra-Efficient Dark Image Restoration AAAI 2026 Taming Generative Diffusion Model for Task-Oriented Infrared Imaging CVPR 2026 Thermal-Physics Guided Infrared Image Super-Resolution with Dynamic High-Frequency Amplification AAAI 2026 Time Without Time: Pseudo-Temporal Representation for Space-Time Super-Resolution CVPR 2026 Towards Illumination-Aware Restoration of Metalens-Captured Images: A New Dataset and a Strong Baseline AAAI 2026 Towards Universal Computational Aberration Correction in Photographic Cameras: A Comprehensive Benchmark Analysis CVPR 2026 UARE: A Unified Vision-Language Model for Image Quality Assessment, Restoration, and Enhancement CVPR 2026 UCMNet: Uncertainty-Aware Context Memory Network for Under-Display Camera Image Restoration CVPR 2026 UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations WACV 2026 UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration CVPR 2026 UniSER: A Foundation Model for Unified Soft Effects Removal CVPR 2026