Suppressing Model Overfitting for Image Super-Resolution Networks Jun 11, 2019 Diversity Image Super-Resolution
— Unverified Hybrid Function Sparse Representation towards Image Super Resolution Jun 11, 2019 Image Super-Resolution Super-Resolution
Code Code Available Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Jun 4, 2019 Attribute Image Generation
Code Code Available Second-Order Attention Network for Single Image Super-Resolution Jun 1, 2019 Feature Correlation Image Super-Resolution
Code Code Available Hyperspectral Image Super-Resolution With Optimized RGB Guidance Jun 1, 2019 Hyperspectral Image Super-Resolution Image Super-Resolution
Code Code Available Residual Networks for Light Field Image Super-Resolution Jun 1, 2019 Image Super-Resolution Super-Resolution
— Unverified ODE-Inspired Network Design for Single Image Super-Resolution Jun 1, 2019 Image Super-Resolution Structured Prediction
— Unverified Towards Real Scene Super-Resolution with Raw Images May 29, 2019 Image Super-Resolution Super-Resolution
Code Code Available Medical image super-resolution method based on dense blended attention network May 13, 2019 Image Super-Resolution SSIM
— Unverified Ensemble Super-Resolution with A Reference Dataset May 12, 2019 Ensemble Learning Image Super-Resolution
Code Code Available Adapting Image Super-Resolution State-of-the-arts and Learning Multi-model Ensemble for Video Super-Resolution May 7, 2019 Image Super-Resolution Super-Resolution
— Unverified SinGAN: Learning a Generative Model from a Single Natural Image May 2, 2019 Image Generation Image Manipulation
Code Code Available Understanding Opportunities for Efficiency in Single-image Super Resolution Networks May 1, 2019 Image Restoration Image Super-Resolution
— Unverified Unsupervised and Unregistered Hyperspectral Image Super-Resolution with Mutual Dirichlet-Net Apr 27, 2019 Hyperspectral Image Super-Resolution Image Super-Resolution
Code Code Available Super-Resolved Image Perceptual Quality Improvement via Multi-Feature Discriminators Apr 24, 2019 Generative Adversarial Network Image Super-Resolution
— Unverified Multi-scale deep neural networks for real image super-resolution Apr 24, 2019 GPU Image Super-Resolution
Code Code Available Adaptive Transform Domain Image Super-resolution Via Orthogonally Regularized Deep Networks Apr 22, 2019 Image Super-Resolution Super-Resolution
— Unverified Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers Apr 17, 2019 Denoising Image Denoising
Code Code Available Process of image super-resolution Apr 17, 2019 compressed sensing Image Super-Resolution
— Unverified A Deep Journey into Super-resolution: A survey Apr 16, 2019 Image Super-Resolution Super-Resolution
Code Code Available Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images Apr 16, 2019 Image Augmentation Image Restoration
— Unverified MAANet: Multi-view Aware Attention Networks for Image Super-Resolution Apr 12, 2019 Image Super-Resolution Super-Resolution
Code Code Available Evaluating Robustness of Deep Image Super-Resolution against Adversarial Attacks Apr 12, 2019 Image Super-Resolution Super-Resolution
Code Code Available Difficulty-aware Image Super Resolution via Deep Adaptive Dual-Network Apr 11, 2019 Diversity Image Super-Resolution
Code Code Available Blind Super-Resolution With Iterative Kernel Correction Apr 6, 2019 Blind Super-Resolution Image Super-Resolution
Code Code Available Camera Lens Super-Resolution Apr 6, 2019 Image Super-Resolution Super-Resolution
Code Code Available Controlling Neural Networks via Energy Dissipation Apr 5, 2019 Computed Tomography (CT) CT Reconstruction
— Unverified Deep Back-Projection Networks for Single Image Super-resolution Apr 4, 2019 Image Super-Resolution Super-Resolution
Code Code Available Lightweight Image Super-Resolution with Adaptive Weighted Learning Network Apr 4, 2019 Image Super-Resolution Super-Resolution
Code Code Available Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model Apr 1, 2019 Image Registration Image Super-Resolution
— Unverified PIRM2018 Challenge on Spectral Image Super-Resolution: Dataset and Study Apr 1, 2019 Image Super-Resolution Super-Resolution
— Unverified CFSNet: Toward a Controllable Feature Space for Image Restoration Apr 1, 2019 Image Restoration Image Super-Resolution
Code Code Available Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Mar 29, 2019 Deblurring Image Restoration
Code Code Available DeepRED: Deep Image Prior Powered by RED Mar 25, 2019 Deblurring Denoising
Code Code Available Recurrent Back-Projection Network for Video Super-Resolution Mar 25, 2019 Decoder Image Super-Resolution
Code Code Available Feedback Network for Image Super-Resolution Mar 23, 2019 Image Super-Resolution Super-Resolution
Code Code Available Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution Network Mar 22, 2019 Adversarial Defense Image Reconstruction
Code Code Available A Matrix-in-matrix Neural Network for Image Super Resolution Mar 19, 2019 Image Super-Resolution Super-Resolution
Code Code Available Proximal Splitting Networks for Image Restoration Mar 17, 2019 Denoising Image Denoising
— Unverified Flickr1024: A Large-Scale Dataset for Stereo Image Super-Resolution Mar 15, 2019 Image Super-Resolution Stereo Image Super-Resolution
— Unverified Learning Parallax Attention for Stereo Image Super-Resolution Mar 14, 2019 Image Super-Resolution Stereo Image Super-Resolution
Code Code Available Universally Slimmable Networks and Improved Training Techniques Mar 12, 2019 Deep Reinforcement Learning Image Super-Resolution
Code Code Available Efficient Deep Neural Network for Photo-realistic Image Super-Resolution Mar 6, 2019 Image Super-Resolution Super-Resolution
Code Code Available Meta-SR: A Magnification-Arbitrary Network for Super-Resolution Mar 3, 2019 Image Super-Resolution Super-Resolution
Code Code Available Image Super-Resolution by Neural Texture Transfer Mar 3, 2019 Image Stylization Image Super-Resolution
Code Code Available Deep Learning for Multiple-Image Super-Resolution Mar 1, 2019 Deep Learning Image Super-Resolution
Code Code Available Generative Collaborative Networks for Single Image Super-Resolution Feb 27, 2019 Image Super-Resolution Super-Resolution
Code Code Available Hypernetwork functional image representation Feb 27, 2019 Image Super-Resolution Super-Resolution
— Unverified Deep Learning for Image Super-resolution: A Survey Feb 16, 2019 Deep Learning Image Super-Resolution
Code Code Available Lightweight Feature Fusion Network for Single Image Super-Resolution Feb 15, 2019 Image Super-Resolution Super-Resolution
Code Code Available 