Image Restoration

Rethinking Diffusion Model-Based Video Super-Resolution: Leveraging Dense Guidance from Aligned Features CVPR 2026 Rethinking Multimodal Point Cloud Completion: A Completion-by-Correction Perspective AAAI 2026 Retrieve-to-Restore: Efficient All-in-One Image Restoration with a Retrieval-Based Degradation Bank CVPR 2026 Revisiting Vision-Language Foundations for No-Reference Image Quality Assessment WACV 2026 Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions AAAI 2026 Robust Noise Modeling for Spike Camera via Time-Interval Quantification and Spike-DSLR Multimodal Dataset in Low-Light Imaging AAAI 2026 RPT-SR: Regional Prior attention Transformer for infrared image Super-Resolution WACV 2026 SAIL: Self-supervised Learning of Lighting-Invariant Representations from Real Images with Latent Diffusion WACV 2026 SASNet: Spatially-Adaptive Sinusoidal Networks for INRs CVPR 2026 SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance WACV 2026 Scan Clusters, Not Pixels: A Cluster-Centric Paradigm for Efficient Ultra-high-definition Image Restoration CVPR 2026 SceneShine: Illumination-aware Human Scene Gaussian Re-Splatting from Mobile Device Video WACV 2026 SCo-Cloud: Satellite Constellation Collaboration for Cloud-Aware Onboard-Computed Imaging and Transmission AAAI 2026 ScoreNet: Netting Lightweight Quality Scores for Better Visual Assessment with Large Multi-Modality Models WACV 2026 SCORP: Scene-Consistent Object Refinement via Proxy Generation and Tuning WACV 2026 SD-PSFNet: Sequential and Dynamic Point Spread Function Network for Image Deraining AAAI 2026 Seeing the Unseen: Zooming in the Dark with Event Cameras AAAI 2026 Seeing Through Blur: Tackling Defocus in Spike-Based Imaging CVPR 2026 Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance AAAI 2026 Segmentation-Aware Latent Diffusion for Satellite Image Super-Resolution: Enabling Smallholder Farm Boundary Delineation WACV 2026 Selective Diffusion Distillation for Real-World High-Scale Image Super-Resolution AAAI 2026 Self-Diffusion Driven Blind Imaging CVPR 2026 SelfHVD: Self-Supervised Handheld Video Deblurring CVPR 2026 Self-Supervised Compression and Artifact Correction for Streaming Underwater Imaging Sonar WACV 2026 Self-supervised Dynamic Heterogeneous Degradation Modeling for Unified Zero-Shot Image Restoration CVPR 2026