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awesome super resoluiton paper collections w/o code including paper citation

Awesome-SuperResolution

Year Publication Title Code Citation
2019 IEEE Access End-to-end image super-resolution via deep and shallow convolutional networks - 42
2019 arxiv Deep learning for image super-resolution: A survey - 4
2019 arxiv Toward Real-World Single Image Super-Resolution:A New Benchmark and A New Model - 3
2019 CVPR Ntire 2019 challenge on real image denoising: Methods and results - 4
2019 CVPR Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels Pytorch 1
2019 CVPR Second-order Attention Network for Single Image Super-resolution - 0
2019 CVPRW Encoder-Decoder Residual Network for Real Super-Resolution - 1
2019 CVPRW EDVR: Video Restoration with Enhanced Deformable Convolutional Networks Pytorch 2
2018 ECCV Fast, accurate, and lightweight super-resolution with cascading residual network - 30
2018 ECCV Image super-resolution using very deep residual channel attention networks - 103
2018 ECCV To learn image super-resolution, use a GAN to learn how to do image degradation first - 17
2018 ECCV Face super-resolution guided by facial component heatmaps - 7
2018 ECCV Multi-scale residual network for image super-resolution - 11
2018 ECCV CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping - 5
2018 ECCV Srfeat: Single image super-resolution with feature discrimination - 9
2018 ECCVW The unreasonable effectiveness of texture transfer for single image super-resolution - 6
2018 ECCVW The 2018 PIRM challenge on perceptual image super-resolution - 38
2018 ECCVW PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report - 16
2018 ECCVW Esrgan: Enhanced super-resolution generative adversarial networks PyTorch 63
2018 ECCV Generative adversarial network-based image super-resolution using perceptual content losses - 3
2018 CVPR Fast and accurate single image super-resolution via information distillation network Caffe 43
2018 CVPR Image super-resolution via dual-state recurrent networks Tensorflow 24
2018 CVPR Deep back-projection networks for super-resolution - 101
2018 CVPR A fully progressive approach to single-image super-resolution - 28
2018 CVPR FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors Torch 36
2018 CVPR Residual dense network for image super-resolution Torch 153
2018 CVPR Recovering realistic texture in image super-resolution by deep spatial feature transform - 59
2018 CVPR Learning a single convolutional super-resolution network for multiple degradations - 59
2018 CVPR Deep video super-resolution network using dynamic upsampling filters without explicit motion compensation Tensorflow 19
2018 CVPR Frame-recurrent video super-resolution - 29
2018 CVPRW Deep residual network with enhanced upscaling module for super-resolution - 9
2018 CVPRW Image super-resolution via progressive cascading residual network - 2
2018 CVPRW Ntire 2018 challenge on single image super-resolution: Methods and results - 45
2018 CVPRW [Persistent memory residual network for single image super resolution](Persistent Memory Residual Network for Single Image Super Resolution) - 3
2018 TPAMI Fast and accurate image super-resolution with deep laplacian pyramid networks - 55
2018 TIP LFNet: A novel bidirectional recurrent convolutional neural network for light-field image super-resolution - 11
2018 TIP Learning temporal dynamics for video super-resolution: A deep learning approach - 15
2018 WACV CT-SRCNN: cascade trained and trimmed deep convolutional neural networks for image super resolution - 6
2018 arxiv Single Image Super-Resolution via Cascaded Multi-Scale Cross Network - 9
2018 arxiv Wide Activation for Efficient and Accurate Image Super-Resolution Pytorch 13
2017 ICLR Amortised map inference for image super-resolution - 178
2017 CVPR Photo-realistic single image super-resolution using a generative adversarial network - 1884
2017 CVPR Enhanced deep residual networks for single image super-resolution - 445
2017 CVPR Image Super Resolution via Deep Recursive Residual Network Matlab 296
2017 CVPR Deep laplacian pyramid networks for fast and accurate super-resolution Matlab 378
2017 CVPR Image Super-Resolution via Deep Recursive Residual Network Matlab 296
2017 CVPRW Balanced two-stage residual networks for image super-resolution Tensorflow 18
2017 CVPRW Ntire 2017 challenge on single image super-resolution: Methods and results - 209
2017 ICCV Enhancenet: Single image super-resolution through automated texture synthesis - 167
2017 ICCV Pixel recursive super resolution - 96
2017 ICCV Image super-resolution using dense skip connections - 130
2017 TIP Deep edge guided recurrent residual learning for image super-resolution - 63
2017 arxiv Srpgan: Perceptual generative adversarial network for single image super resolution - 12
2017 ICONIP Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network Tensorflow 43
2016 CVPR Accurate image super-resolution using very deep convolutional networks - 103
2016 CVPR Deeply-recursive convolutional network for image super-resolution - 551
2016 ECCV Accelerating the super-resolution convolutional neural network - 493
2016 TIP Robust single image super-resolution via deep networks with sparse prior - 124
2015 TPAMI Image super-resolution using deep convolutional networks - 1876
2015 ICCV Deep Networks for Image Super-Resolution with Sparse Prior - 373

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