degradation removal

MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics AAAI 2026 Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions AAAI 2026 All-in-One Image Compression and Restoration WACV 2025 Debiased All-in-one Image Restoration with Task Uncertainty Regularization AAAI 2025 FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration ICCV 2025 LD-RPS: Zero-Shot Unified Image Restoration via Latent Diffusion Recurrent Posterior Sampling ICCV 2025 Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration CVPR 2025 Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera AAAI 2024 SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution CVPR 2024 Ingredient-Oriented Multi-Degradation Learning for Image Restoration CVPR 2023 NeRFLix: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-Viewpoint MiXer CVPR 2023 Pik-Fix: Restoring and Colorizing Old Photos WACV 2023 Robust Feature Rectification of Pretrained Vision Models for Object Recognition AAAI 2023 Investigating Tradeoffs in Real-World Video Super-Resolution CVPR 2022