degradation modeling

Continuous Degradation Modeling via Latent Flow Matching for Real-World Super-Resolution AAAI 2026 Self-supervised Dynamic Heterogeneous Degradation Modeling for Unified Zero-Shot Image Restoration CVPR 2026 TextOVSR: Text-Guided Real-World Opera Video Super-Resolution CVPR 2026 Degradation-Modeled Multipath Diffusion for Tunable Metalens Photography ICCV 2025 Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance WACV 2025 Not All Degradations Are Equal: A Targeted Feature Denoising Framework for Generalizable Image Super-Resolution ICCV 2025 Unlocking the Potential of Diffusion Priors in Blind Face Restoration ICCV 2025 Unsupervised Diffusion-Based Degradation Modeling for Real-World Super-Resolution AAAI 2025 Best of Both Worlds: Learning Arbitrary-Scale Blind Super-Resolution via Dual Degradation Representations and Cycle-Consistency WACV 2024 NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution AAAI 2024 AND: Adversarial Neural Degradation for Learning Blind Image Super-Resolution NeurIPS 2023 Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution ICCV 2023 NeRFLix: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-Viewpoint MiXer CVPR 2023 Zero-Shot Dual-Lens Super-Resolution CVPR 2023 Blind Image Super-Resolution With Elaborate Degradation Modeling on Noise and Kernel CVPR 2022 Real-World Video Super-Resolution: A Benchmark Dataset and a Decomposition Based Learning Scheme ICCV 2021