Residual Feature Distillation Network for Lightweight Image Super-Resolution Sep 24, 2020 Image Super-Resolution Super-Resolution
Code Code Available GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes Sep 23, 2020 Image Super-Resolution Super-Resolution
Code Code Available Parallax Attention for Unsupervised Stereo Correspondence Learning Sep 16, 2020 Image Super-Resolution Stereo Image Super-Resolution
Code Code Available Hyperspectral Image Super-Resolution via Deep Prior Regularization with Parameter Estimation Sep 9, 2020 Hyperspectral Image Super-Resolution Image Super-Resolution
Code Code Available Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution Sep 7, 2020 Generative Adversarial Network Image Super-Resolution
Code Code Available MDCN: Multi-scale Dense Cross Network for Image Super-Resolution Aug 30, 2020 Dynamic Reconstruction Image Super-Resolution
Code Code Available Multi-Attention Based Ultra Lightweight Image Super-Resolution Aug 29, 2020 Image Super-Resolution Super-Resolution
Code Code Available Deep Variational Network Toward Blind Image Restoration Aug 25, 2020 Denoising Image Deblocking
Code Code Available Single Image Super-Resolution via a Holistic Attention Network Aug 20, 2020 Image Super-Resolution Super-Resolution
Code Code Available Component Divide-and-Conquer for Real-World Image Super-Resolution Aug 5, 2020 Image Super-Resolution Super-Resolution
Code Code Available Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN Aug 5, 2020 Data Augmentation Domain Adaptation
Code Code Available Sub-Pixel Back-Projection Network For Lightweight Single Image Super-Resolution Aug 3, 2020 Image Super-Resolution Super-Resolution
Code Code Available Spatial-Angular Interaction for Light Field Image Super-Resolution Aug 1, 2020 Image Super-Resolution SSIM
Code Code Available Multi-Step Reinforcement Learning for Single Image Super-Resolution Jul 28, 2020 Image Super-Resolution Multi-agent Reinforcement Learning
Code Code Available Multi-Image Super-Resolution for Remote Sensing using Deep Recurrent Networks Jul 28, 2020 Decoder Earth Observation
Code Code Available Frequency Domain-based Perceptual Loss for Super Resolution Jul 23, 2020 Image Super-Resolution Super-Resolution
Code Code Available Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution Jul 10, 2020 Hyperspectral Image Super-Resolution Image Super-Resolution
Code Code Available Lightweight image super-resolution with enhanced CNN Jul 8, 2020 Image Super-Resolution Super-Resolution
Code Code Available Light Field Image Super-Resolution Using Deformable Convolution Jul 7, 2020 Image Super-Resolution Super-Resolution
Code Code Available Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks Jul 6, 2020 Image Super-Resolution Multi-Frame Super-Resolution
Code Code Available Cross-Scale Internal Graph Neural Network for Image Super-Resolution Jun 30, 2020 Graph Neural Network Image Restoration
Code Code Available SRFlow: Learning the Super-Resolution Space with Normalizing Flow Jun 25, 2020 Diversity Image Manipulation
Code Code Available iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks Jun 21, 2020 Generative Adversarial Network Image Super-Resolution
Code Code Available Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning Jun 18, 2020 Hyperspectral Image Super-Resolution Hyperspectral Unmixing
Code Code Available Exploring Sparsity in Image Super-Resolution for Efficient Inference Jun 17, 2020 Image Super-Resolution Super-Resolution
Code Code Available iSeeBetter: Spatio-temporal video super-resolution using recurrent generative back-projection networks Jun 13, 2020 Generative Adversarial Network Image Super-Resolution
Code Code Available Neural Sparse Representation for Image Restoration Jun 8, 2020 Denoising Image Compression
Code Code Available Learning Texture Transformer Network for Image Super-Resolution Jun 7, 2020 Hard Attention Image Generation
Code Code Available Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining Jun 2, 2020 Feature Correlation Image Super-Resolution
Code Code Available Dual Super-Resolution Learning for Semantic Segmentation Jun 1, 2020 Crack Segmentation Image Super-Resolution
Code Code Available Robust Reference-Based Super-Resolution With Similarity-Aware Deformable Convolution Jun 1, 2020 Image Super-Resolution Optical Flow Estimation
Code Code Available Perceptual Extreme Super Resolution Network with Receptive Field Block May 26, 2020 Image Super-Resolution object-detection
Code Code Available Iterative Network for Image Super-Resolution May 20, 2020 Image Super-Resolution SSIM
Code Code Available Learning Spatial-Spectral Prior for Super-Resolution of Hyperspectral Imagery May 18, 2020 Hyperspectral Image Super-Resolution Image Super-Resolution
Code Code Available Invertible Image Rescaling May 12, 2020 Image Rescaling Image Super-Resolution
Code Code Available HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment May 11, 2020 Blind Face Restoration Face Hallucination
Code Code Available Scene Text Image Super-Resolution in the Wild May 7, 2020 Image Super-Resolution Super-Resolution
Code Code Available NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results May 5, 2020 Benchmarking Image Super-Resolution
Code Code Available Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution May 3, 2020 Generative Adversarial Network Image Super-Resolution
Code Code Available Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoder Apr 27, 2020 Decoder Denoising
Code Code Available Deep Interleaved Network for Image Super-Resolution With Asymmetric Co-Attention Apr 24, 2020 Image Super-Resolution Super-Resolution
Code Code Available Learning A Single Network for Scale-Arbitrary Super-Resolution Apr 8, 2020 Image Super-Resolution Super-Resolution
Code Code Available Deep Adaptive Inference Networks for Single Image Super-Resolution Apr 8, 2020 Image Super-Resolution Super-Resolution
Code Code Available Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation Apr 7, 2020 Image Generation Image Super-Resolution
Code Code Available Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Apr 2, 2020 Image Super-Resolution Philosophy
Code Code Available Robust Single-Image Super-Resolution via CNNs and TV-TV Minimization Apr 2, 2020 Image Super-Resolution SSIM
Code Code Available Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy Apr 1, 2020 Data Augmentation Denoising
Code Code Available DHP: Differentiable Meta Pruning via HyperNetworks Mar 30, 2020 AutoML Denoising
Code Code Available Structure-Preserving Super Resolution with Gradient Guidance Mar 29, 2020 Generative Adversarial Network Image Super-Resolution
Code Code Available Deep Unfolding Network for Image Super-Resolution Mar 23, 2020 Image Super-Resolution Super-Resolution
Code Code Available 