| Fast Algorithm for Constrained Linear Inverse Problems | Dec 2, 2022 | compressed sensingDenoising | CodeCode Available | 0 | 5 |
| Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks | Mar 13, 2021 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| An unsupervised method for MRI recovery: Deep image prior with structured sparsity | Jan 2, 2025 | compressed sensingImage Reconstruction | CodeCode Available | 0 | 5 |
| Extreme Compressed Sensing of Poisson Rates from Multiple Measurements | Mar 15, 2021 | compressed sensing | CodeCode Available | 0 | 5 |
| Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization | May 27, 2024 | compressed sensing | CodeCode Available | 0 | 5 |
| A Deep Learning Approach to Block-based Compressed Sensing of Images | Jun 5, 2016 | compressed sensing | CodeCode Available | 0 | 5 |
| End-to-End Optimization of Metasurfaces for Imaging with Compressed Sensing | Jan 28, 2022 | compressed sensingObject | CodeCode Available | 0 | 5 |
| A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs | Jan 1, 2018 | compressed sensing | CodeCode Available | 0 | 5 |
| Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning | Dec 17, 2017 | compressed sensingDiagnostic | CodeCode Available | 0 | 5 |
| 3d-SMRnet: Achieving a new quality of MPI system matrix recovery by deep learning | May 8, 2019 | compressed sensing | CodeCode Available | 0 | 5 |
| A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction | Mar 1, 2017 | compressed sensingDictionary Learning | CodeCode Available | 0 | 5 |
| An efficient deep convolutional laplacian pyramid architecture for CS reconstruction at low sampling ratios | Apr 13, 2018 | Blockingcompressed sensing | CodeCode Available | 0 | 5 |
| Differentiable SVD based on Moore-Penrose Pseudoinverse for Inverse Imaging Problems | Nov 21, 2024 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 | 5 |
| Attention-Refined Unrolling for Sparse Sequential micro-Doppler Reconstruction | Jun 25, 2023 | Activity Recognitioncompressed sensing | CodeCode Available | 0 | 5 |
| A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction | Apr 8, 2017 | compressed sensingDictionary Learning | CodeCode Available | 0 | 5 |
| An Approximate Message Passing Algorithm for Rapid Parameter-Free Compressed Sensing MRI | Nov 4, 2019 | compressed sensing | CodeCode Available | 0 | 5 |
| A Compressed Sensing Approach to Pooled RT-PCR Testing for COVID-19 Detection | May 16, 2020 | compressed sensing | CodeCode Available | 0 | 5 |
| Deep neural network based sparse measurement matrix for image compressed sensing | Jun 19, 2018 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 | 5 |
| Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR | Mar 3, 2017 | compressed sensingComputed Tomography (CT) | CodeCode Available | 0 | 5 |
| Deep Learning Supersampled Scanning Transmission Electron Microscopy | Oct 23, 2019 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| Deep Learning-based Accelerated MR Cholangiopancreatography without Fully-sampled Data | May 6, 2024 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| Deep Learning Sparse Ternary Projections for Compressed Sensing of Images | Aug 28, 2017 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| Enhanced Expressive Power and Fast Training of Neural Networks by Random Projections | Nov 22, 2018 | compressed sensingDimensionality Reduction | CodeCode Available | 0 | 5 |
| From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization | Mar 7, 2019 | compressed sensingMulti-Armed Bandits | CodeCode Available | 0 | 5 |
| Deep Generative Adversarial Networks for Compressed Sensing Automates MRI | May 31, 2017 | compressed sensingDiagnostic | CodeCode Available | 0 | 5 |
