| MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction | Nov 9, 2021 | AnatomyImage Reconstruction | CodeCode Available | 0 |
| Structure-aware Image Inpainting with Two Parallel Streams | Nov 5, 2021 | DecoderImage Inpainting | —Unverified | 0 |
| Efficient approximation of Jacobian matrices involving a non-uniform fast Fourier transform (NUFFT) | Nov 4, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| TranSMS: Transformers for Super-Resolution Calibration in Magnetic Particle Imaging | Nov 3, 2021 | Image ReconstructionSuper-Resolution | CodeCode Available | 1 |
| Learned Image Compression for Machine Perception | Nov 3, 2021 | Image CompressionImage Reconstruction | —Unverified | 0 |
| ISP-Agnostic Image Reconstruction for Under-Display Cameras | Nov 2, 2021 | Data AugmentationDiversity | —Unverified | 0 |
| An Arbitrary Scale Super-Resolution Approach for 3D MR Images via Implicit Neural Representation | Oct 27, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Hybrid learning of Non-Cartesian k-space trajectory and MR image reconstruction networks | Oct 25, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| TELET: A Monotonic Algorithm to Design Large Dimensional Equiangular Tight Frames for Applications in Compressed Sensing | Oct 23, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Self-Validation: Early Stopping for Single-Instance Deep Generative Priors | Oct 23, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Multiplication-Avoiding Variant of Power Iteration with Applications | Oct 22, 2021 | Image ReconstructionRecommendation Systems | —Unverified | 0 |
| Conditional Variational Autoencoder for Learned Image Reconstruction | Oct 22, 2021 | Image ReconstructionUncertainty Quantification | —Unverified | 0 |
| Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks | Oct 21, 2021 | Data AugmentationDecision Making Under Uncertainty | —Unverified | 0 |
| Invertible Learned Primal-Dual | Oct 19, 2021 | GPUImage Reconstruction | —Unverified | 0 |
| Learning Lipschitz-Controlled Activation Functions in Neural Networks for Plug-and-Play Image Reconstruction Methods | Oct 19, 2021 | DenoisingImage Reconstruction | —Unverified | 0 |
| Near-Exact Recovery for Sparse-View CT via Data-Driven Methods | Oct 19, 2021 | Image Reconstruction | —Unverified | 0 |
| SSFD: Self-Supervised Feature Distance as an MR Image Reconstruction Quality Metric | Oct 19, 2021 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Deep subspace learning for efficient reconstruction of spatiotemporal imaging data | Oct 19, 2021 | Image Reconstruction | —Unverified | 0 |
| Stochastic Primal-Dual Deep Unrolling | Oct 19, 2021 | Computational EfficiencyComputed Tomography (CT) | —Unverified | 0 |
| In-Orbit Lunar Satellite Image Super Resolution for Selective Data Transmission | Oct 19, 2021 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| Natural Image Reconstruction from fMRI using Deep Learning: A Survey | Oct 18, 2021 | Brain DecodingDeep Learning | —Unverified | 0 |
| Scene Text Image Super-Resolution via Parallelly Contextual Attention Network | Oct 17, 2021 | Image ReconstructionImage Super-Resolution | CodeCode Available | 0 |
| SAGAN: Adversarial Spatial-asymmetric Attention for Noisy Nona-Bayer Reconstruction | Oct 16, 2021 | Image ReconstructionJoint Demosaicing and Denoising | CodeCode Available | 0 |
| Deep multi-modal aggregation network for MR image reconstruction with auxiliary modality | Oct 15, 2021 | Image Reconstruction | CodeCode Available | 1 |
| VLBInet: Radio Interferometry Data Classification for EHT with Neural Networks | Oct 14, 2021 | ClassificationImage Reconstruction | —Unverified | 0 |
