| Deep Simultaneous Optimisation of Sampling and Reconstruction for Multi-contrast MRI | Mar 31, 2021 | SSIM | —Unverified | 0 |
| D2C-SR: A Divergence to Convergence Approach for Real-World Image Super-Resolution | Mar 26, 2021 | Image Super-ResolutionSSIM | CodeCode Available | 1 |
| SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms | Mar 23, 2021 | Image GenerationSSIM | —Unverified | 0 |
| Accelerating Quantitative Susceptibility Mapping using Compressed Sensing and Deep Neural Network | Mar 17, 2021 | compressed sensingSSIM | CodeCode Available | 0 |
| ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data | Mar 16, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| D2C-SR: A Divergence to Convergence Approach for Image Super-Resolution | Mar 12, 2021 | Image Super-ResolutionSSIM | —Unverified | 0 |
| ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network | Mar 8, 2021 | SSIMTranslation | CodeCode Available | 0 |
| 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 |
| Towards Ultrafast MRI via Extreme k-Space Undersampling and Superresolution | Mar 4, 2021 | DiagnosticImage Enhancement | —Unverified | 0 |
| A Cross Channel Context Model for Latents in Deep Image Compression | Mar 4, 2021 | Image CompressionMS-SSIM | —Unverified | 0 |
| Deep Perceptual Image Quality Assessment for Compression | Mar 1, 2021 | Image CompressionImage Quality Assessment | —Unverified | 0 |
| 3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation | Feb 26, 2021 | Decision MakingDepth Estimation | —Unverified | 0 |
| Beyond Convolutions: A Novel Deep Learning Approach for Raw Seismic Data Ingestion | Feb 26, 2021 | Irregular Time SeriesSSIM | —Unverified | 0 |
| ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning | Feb 25, 2021 | Deep LearningImage Super-Resolution | —Unverified | 0 |
| Focal Inverse Distance Transform Maps for Crowd Localization | Feb 16, 2021 | Crowd CountingSSIM | CodeCode Available | 1 |
| Perceptually Constrained Adversarial Attacks | Feb 14, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Analysis of Interpolation based Image In-painting Approaches | Feb 12, 2021 | SSIM | —Unverified | 0 |
| Reference-based Texture transfer for Single Image Super-resolution of Magnetic Resonance images | Feb 10, 2021 | DiagnosticImage Super-Resolution | CodeCode Available | 0 |
| Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge | Feb 4, 2021 | MRI ReconstructionSSIM | CodeCode Available | 0 |
| Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism | Feb 2, 2021 | DiagnosticGeneral Classification | —Unverified | 0 |
| MRSaiFE: Tissue Heating Prediction for MRI: a Feasibility Study | Feb 1, 2021 | PredictionSSIM | —Unverified | 0 |
| Deep High-Resolution Network for Low Dose X-ray CT Denoising | Feb 1, 2021 | DenoisingSSIM | —Unverified | 0 |
| RectiNet-v2: A stacked network architecture for document image dewarping | Feb 1, 2021 | DecoderMS-SSIM | —Unverified | 0 |
| [Re] Spatial-Adaptive Network for Single Image Denoising | Jan 31, 2021 | CPUDenoising | CodeCode Available | 0 |
