Image Restoration

DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts AAAI 2025 Diff-Shadow: Global-guided Diffusion Model for Shadow Removal AAAI 2025 DiffuCE: Expert-Level CBCT Image Enhancement using a Novel Conditional Denoising Diffusion Model with Latent Alignment WACV 2025 Diffusion-based Adversarial Purification from the Perspective of the Frequency Domain ICML 2025 Diffusion-based Event Generation for High-Quality Image Deblurring CVPR 2025 Diffusion Image Prior ICCV 2025 Diffusion Models under Group Transformations AISTATS 2025 Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution AAAI 2025 Diffusion State-Guided Projected Gradient for Inverse Problems ICLR 2025 Diffusion Transformer meets Multi-level Wavelet Spectrum for Single Image Super-Resolution ICCV 2025 DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations ICCV 2025 DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution CVPR 2025 DiHuR: Diffusion-Guided Generalizable Human Reconstruction WACV 2025 DIIN: Diffusion Iterative Implicit Networks for Arbitrary-scale Super-resolution IJCAI 2025 Directing Mamba to Complex Textures: An Efficient Texture-Aware State Space Model for Image Restoration IJCAI 2025 Directional Adaptive Shuffle-Based Visual State-Space Models for Medical Image Restoration MICCAI 2025 Directional Label Diffusion Model for Learning from Noisy Labels CVPR 2025 Dirichlet-Constrained Variational Codebook Learning for Temporally Coherent Video Face Restoration ICCV 2025 Discrete Prior-Based Temporal-Coherent Content Prediction for Blind Face Video Restoration AAAI 2025 Disentangle Nighttime Lens Flares: Self-supervised Generation-based Lens Flare Removal AAAI 2025 Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment CVPR 2025 DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution ICCV 2025 Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025 DL2G: Degradation-guided Local-to-Global Restoration for Eyeglass Reflection Removal CVPR 2025 DMF-Net: Image-Guided Point Cloud Completion with Dual-Channel Modality Fusion and Shape-Aware Upsampling Transformer AAAI 2025