degradation model

PhotoFramer: Multi-modal Image Composition Instruction CVPR 2026 Physically-Grounded Turbulence Mitigation with Frame-Shared Degradation Parameters CVPR 2026 RAW-Domain Degradation Models for Realistic Smartphone Super-Resolution CVPR 2026 RawMetaDiff: Unlocking Extreme Darkness from Dual-Exposure RAW with Meta-Guided Diffusion CVPR 2026 VectorArk: Learning Practical Image Vectorization with Rounded Polygon Representation CVPR 2026 SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution ICLR 2024 PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance NeurIPS 2023 Real-World Image Super-Resolution as Multi-Task Learning NeurIPS 2023 Learning To Zoom Inside Camera Imaging Pipeline CVPR 2022 Designing a Practical Degradation Model for Deep Blind Image Super-Resolution ICCV 2021 Camera Lens Super-Resolution CVPR 2019 Deep Convolutional Neural Network for Image Deconvolution NeurIPS 2014