Image Restoration

TextOVSR: Text-Guided Real-World Opera Video Super-Resolution CVPR 2026 The Surprising Effectiveness of Noise Pretraining for Implicit Neural Representations CVPR 2026 UCAN: Unified Convolutional Attention Network for Expansive Receptive Fields in Lightweight Super-Resolution CVPR 2026 UnReflectAnything: RGB-Only Highlight Removal by Rendering Synthetic Specular Supervision CVPR 2026 Zero-Shot Image Denoising via Hybrid Prior-Guided Pseudo Sample Generation CVPR 2026 MelRe: Vision-Based Mel-Spectrogram Restoration Interspeech 2025 UNSURE: self-supervised learning with Unknown Noise level and Stein's Unbiased Risk Estimate ICLR 2025 Intrinsic Phase-Preserving Networks for Depth Super Resolution AAAI 2024 Knowledge Distillation based Degradation Estimation for Blind Super-Resolution ICLR 2023 Single Image Super-resolution Based On Non-subsampled Shearlet Transform ACML 2023 Training Your Image Restoration Network Better with Random Weight Network as Optimization Function NeurIPS 2023 TransWeather: Transformer-Based Restoration of Images Degraded by Adverse Weather Conditions CVPR 2022 Controllable Image Restoration for Under-Display Camera in Smartphones CVPR 2021 KOALAnet: Blind Super-Resolution Using Kernel-Oriented Adaptive Local Adjustment CVPR 2021 Single Image Reflection Removal With Absorption Effect CVPR 2021 Tackling the Ill-Posedness of Super-Resolution Through Adaptive Target Generation CVPR 2021 Distilling Image Dehazing With Heterogeneous Task Imitation CVPR 2020 FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation CVPR 2020 Joint Demosaicing and Denoising With Self Guidance CVPR 2020 Scale-Wise Convolution for Image Restoration AAAI 2020 Training Image Estimators without Image Ground Truth NeurIPS 2019 Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres NeurIPS 2018 Deep Convolutional Neural Network for Image Deconvolution NeurIPS 2014 Adaptive Multi-Column Deep Neural Networks with Application to Robust Image Denoising NeurIPS 2013