Image Restoration

Low-Light Image Enhancement Using Event-Based Illumination Estimation ICCV 2025 Low-Light Image Enhancement via Generative Perceptual Priors AAAI 2025 LP-Diff: Towards Improved Restoration of Real-World Degraded License Plate CVPR 2025 Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment CVPR 2025 M2SFormer: Multi-Spectral and Multi-Scale Attention with Edge-Aware Difficulty Guidance for Image Forgery Localization ICCV 2025 MaDCoW: Marginal Distortion Correction for Wide-Angle Photography with Arbitrary Objects CVPR 2025 MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration CVPR 2025 MambaIC: State Space Models for High-Performance Learned Image Compression CVPR 2025 MambaIRv2: Attentive State Space Restoration CVPR 2025 MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers ICLR 2025 MegaSynth: Scaling Up 3D Scene Reconstruction with Synthesized Data CVPR 2025 MelRe: Vision-Based Mel-Spectrogram Restoration Interspeech 2025 Memory-Augmented Re-Completion for 3D Semantic Scene Completion AAAI 2025 MetaVIn: Meteorological and Visual Integration for Atmospheric Turbulence Strength Estimation WACV 2025 Metric Convolutions: A Unifying Theory to Adaptive Image Convolutions ICCV 2025 Micro-macro Wavelet-based Gaussian Splatting for 3D Reconstruction from Unconstrained Images AAAI 2025 MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration ICCV 2025 MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices ICCV 2025 MOERL: When Mixture-of-Experts Meet Reinforcement Learning for Adverse Weather Image Restoration ICCV 2025 MoFRR: Mixture of Diffusion Models for Face Retouching Restoration ICCV 2025 MonoInstance: Enhancing Monocular Priors via Multi-view Instance Alignment for Neural Rendering and Reconstruction CVPR 2025 MonoSplat: Generalizable 3D Gaussian Splatting from Monocular Depth Foundation Models CVPR 2025 MoSca: Dynamic Gaussian Fusion from Casual Videos via 4D Motion Scaffolds CVPR 2025 Motion-adaptive Transformer for Event-based Image Deblurring AAAI 2025 Motion Artifact Removal in Pixel-Frequency Domain via Alternate Masks and Diffusion Model AAAI 2025