Image Restoration

2-Shots in the Dark: Low-Light Denoising with Minimal Data Acquisition CVPR 2026 3M-TI: High-Quality Mobile Thermal Imaging via Calibration-free Multi-Camera Cross-Modal Diffusion CVPR 2026 Adaptive Anisotropic Gaussian Splatting for Multi-contrast MRI Arbitrary-Scale Super-Resolution with Anatomy Guidance CVPR 2026 A Fast, Simple, and Flexible Scale Informative Feature Transform Module for Arbitrary Scale Image Super-Resolution WACV 2026 A Geometric Perspective on Optimizing Vector Quantized Latent Diffusion Model for Image Restoration AAAI 2026 AI for Memory Preservation: Automated Restoration of Photographs Damaged by Floods AAAI 2026 ALLNet: Multi-task Dense Prediction for Degraded Images CVPR 2026 AnyBald: Toward Realistic Diffusion-Based Hair Removal In-The-Wild WACV 2026 AquaSplatting: A Hybrid 3D Representation for Robust Underwater Scene Reconstruction via Dual-Branch Rendering AAAI 2026 Arbitrary-Scale 3D Gaussian Super-Resolution AAAI 2026 ARIW-Framework: Adaptive Robust Iterative Watermarking Framework AAAI 2026 A Supervised Multi-task Framework for Joint cryo-ET Restoration Enabled by Generative Physical Simulation CVPR 2026 Autocorrelation-based Fiducial Markers for Traceability WACV 2026 Axis-Aligned Document Dewarping AAAI 2026 Benchmarking Endoscopic Surgical Image Restoration and Beyond CVPR 2026 Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration CVPR 2026 Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration AAAI 2026 Beyond Sequential Tools: A Unified VLM Agent System for Photographic Post-Processing via Dynamic Multi-Expert Fusion CVPR 2026 Beyond the Ground Truth: Enhanced Supervision for Image Restoration CVPR 2026 Beyond the Static-World: Lifelong Learning for All-in-One Medical Image Restoration CVPR 2026 Bi-Bridge: Bidirectional Diffusion Bridges for Low-Light Image Enhancement CVPR 2026 Bilevel Layer-Positioning LoRA for Real Image Dehazing CVPR 2026 BiProLoRA: Bilevel Prompt LoRA for Real Scene Recovery CVPR 2026 BluRef: Unsupervised Image Deblurring with Dense-Matching References CVPR 2026 Bridging Fidelity-Reality with Controllable One-Step Diffusion for Image Super-Resolution CVPR 2026