Image Restoration

Learning Mask-Aware Offsets: Two-branch Deformable Attention Networks for Inpainting with Masked Region Avoidance WACV 2026 Learning Subglacial Bed Topography from Sparse Radar with Physics-Guided Residuals WACV 2026 Learning Underwater Image Enhancement Iteratively Without Reference Images AAAI 2026 LENVIZ: A High-Resolution Low-Exposure Night Vision Benchmark Dataset WACV 2026 LF-BVN: Blind-View Network for Self-Supervised Light Field Denoising CVPR 2026 LightRR: A Lightweight Network for Single Image Reflection Removal CVPR 2026 Low-Rank Residual Diffusion Models CVPR 2026 M3SR: Multi-Scale Multi-Perceptual Mamba for Efficient Spectral Reconstruction AAAI 2026 MDUNet: Multimodal Decoding UNet for Passive Occluder-Aided Non-line-of-sight 3D Imaging WACV 2026 MFmamba: A Multi-function Network for Panchromatic Image Resolution Restoration Based on State-Space Model AAAI 2026 MindSight: A Bio-Inspired Neural Architecture for Visual Restoration via Cortical Electrical Stimulation AAAI 2026 Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment AAAI 2026 Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution AAAI 2026 MMDIR: Multimodal Instruction-Driven Framework for Mixed-Degradation Document Image Restoration CVPR 2026 MMMamba: A Versatile Cross-Modal in Context Fusion Framework for Pan-Sharpening and Zero-Shot Image Enhancement AAAI 2026 Monte Carlo Diffusion for Generalizable Learning-Based RANSAC AAAI 2026 MoRe: Monocular Geometry Refinement via Graph Optimization for Cross-View Consistency WACV 2026 Morphing Through Time: Diffusion-Based Bridging of Temporal Gaps for Robust Alignment in Change Detection WACV 2026 MR. Illuminate: Zero-Shot Low-Light Image Enhancement with Diffusion Prior CVPR 2026 MSAT-LDM: Toward Transferable High-Fidelity Watermarking for Latent Diffusion Model via Modular Self-Augmented Training AAAI 2026 MSCD-GS: Motion-Separated Cooperative Deblurring Dynamic Reconstruction via Gaussian Splatting CVPR 2026 Multi-Level Blur-Aware Stable Diffusion for Region-Adaptive Defocus Deblurring AAAI 2026 Multi-Step Deformable Gaussian Splatting for Dynamic Scene Rendering AAAI 2026 Multi-view Stereo with Multiple Projectors for Oneshot Entire Shape Scan based on Neural SDF and DSSS Demultiplexing WACV 2026 Multi-Window Gabor Transform Network for Ground Penetrating Radar B-Scan Image Reconstruction AAAI 2026