| SPI-GAN: Towards Single-Pixel Imaging through Generative Adversarial Network | Jul 3, 2021 | Generative Adversarial NetworkRepresentation Learning | CodeCode Available | 1 |
| Neural Side-by-Side: Predicting Human Preferences for No-Reference Super-Resolution Evaluation | Jun 19, 2021 | SSIMSuper-Resolution | CodeCode Available | 1 |
| Deep Convolutional Dictionary Learning for Image Denoising | Jun 19, 2021 | DenoisingDictionary Learning | CodeCode Available | 1 |
| Variational AutoEncoder for Reference based Image Super-Resolution | Jun 8, 2021 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| Towards Compact Single Image Super-Resolution via Contrastive Self-distillation | May 25, 2021 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration | May 11, 2021 | DeblurringImage Deblocking | CodeCode Available | 1 |
| Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution | May 9, 2021 | GPUImage Super-Resolution | CodeCode Available | 1 |
| (ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment | May 6, 2021 | Image Quality AssessmentImage Restoration | CodeCode Available | 1 |
| S3Net: A Single Stream Structure for Depth Guided Image Relighting | May 3, 2021 | DecoderImage Relighting | CodeCode Available | 1 |
| Multi-modal Bifurcated Network for Depth Guided Image Relighting | May 3, 2021 | DecoderImage Relighting | CodeCode Available | 1 |
| Spatiotemporal Entropy Model is All You Need for Learned Video Compression | Apr 13, 2021 | AllImage Compression | CodeCode Available | 1 |
| D2C-SR: A Divergence to Convergence Approach for Real-World Image Super-Resolution | Mar 26, 2021 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data | Mar 16, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Robust Reflection Removal with Reflection-free Flash-only Cues | Mar 7, 2021 | Reflection RemovalSSIM | CodeCode Available | 1 |
| LOHO: Latent Optimization of Hairstyles via Orthogonalization | Mar 5, 2021 | SSIM | CodeCode Available | 1 |
| Focal Inverse Distance Transform Maps for Crowd Localization | Feb 16, 2021 | Crowd CountingSSIM | CodeCode Available | 1 |
| A Dual-branch Network for Infrared and Visible Image Fusion | Jan 24, 2021 | Generative Adversarial NetworkInfrared And Visible Image Fusion | CodeCode Available | 1 |
| MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility Mapping | Jan 21, 2021 | Deep LearningSSIM | CodeCode Available | 1 |
| A Person Re-identification Data Augmentation Method with Adversarial Defense Effect | Jan 21, 2021 | Adversarial DefenseData Augmentation | CodeCode Available | 1 |
| RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs using a Novel Multi-scale Generative Adversarial Network | Jan 3, 2021 | DecoderGenerative Adversarial Network | CodeCode Available | 1 |
| NBNet: Noise Basis Learning for Image Denoising with Subspace Projection | Dec 30, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Perception Consistency Ultrasound Image Super-resolution via Self-supervised CycleGAN | Dec 28, 2020 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Cloud removal in remote sensing images using generative adversarial networks and SAR-to-optical image translation | Dec 22, 2020 | Cloud RemovalSSIM | CodeCode Available | 1 |
| Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction | Dec 9, 2020 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 |
| Learning Spatial Attention for Face Super-Resolution | Dec 2, 2020 | Face ParsingImage Super-Resolution | CodeCode Available | 1 |
