| GraphLab: A New Framework for Parallel Machine Learning | Jun 25, 2010 | BIG-bench Machine Learningcompressed sensing | CodeCode Available | 0 | 5 |
| Incorporation of prior knowledge of the signal behavior into the reconstruction to accelerate the acquisition of MR diffusion data | Feb 9, 2017 | compressed sensingDiffusion MRI | CodeCode Available | 0 | 5 |
| Attention-Refined Unrolling for Sparse Sequential micro-Doppler Reconstruction | Jun 25, 2023 | Activity Recognitioncompressed sensing | CodeCode Available | 0 | 5 |
| A Review of Convolutional Neural Networks for Inverse Problems in Imaging | Oct 11, 2017 | compressed sensingDenoising | CodeCode Available | 0 | 5 |
| Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction | Jun 28, 2018 | compressed sensingMRI Reconstruction | 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 |
| Differentiable SVD based on Moore-Penrose Pseudoinverse for Inverse Imaging Problems | Nov 21, 2024 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 | 5 |
| Accelerated Parallel Magnetic Resonance Imaging with Compressed Sensing using Structured Sparsity | Dec 4, 2023 | 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 |
| Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning | Dec 17, 2017 | compressed sensingDiagnostic | CodeCode Available | 0 | 5 |
| Explaining Groups of Points in Low-Dimensional Representations | Mar 3, 2020 | compressed sensingcounterfactual | CodeCode Available | 0 | 5 |
| Fast Algorithm for Constrained Linear Inverse Problems | Dec 2, 2022 | compressed sensingDenoising | 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 |
| Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks | Mar 13, 2021 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| Deep Learning Supersampled Scanning Transmission Electron Microscopy | Oct 23, 2019 | 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 |
| Generative Modeling of Seismic Data using Diffusion Models and its Application to Multi-Purpose Seismic Inverse Problems | Mar 6, 2025 | compressed sensingDenoising | CodeCode Available | 0 | 5 |
| Global Sensing and Measurements Reuse for Image Compressed Sensing | Jun 23, 2022 | 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 |
| AdaBoost and robust one-bit compressed sensing | May 5, 2021 | Binary Classificationcompressed sensing | CodeCode Available | 0 | 5 |
| Greedy Algorithms for Hybrid Compressed Sensing | Aug 18, 2019 | compressed sensing | 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 |
| Hyperparameter Optimization: A Spectral Approach | Jun 2, 2017 | Bayesian Optimizationcompressed sensing | CodeCode Available | 0 | 5 |
| IFR-Net: Iterative Feature Refinement Network for Compressed Sensing MRI | Sep 24, 2019 | compressed sensingCompressive Sensing | CodeCode Available | 0 | 5 |
| Extreme Compressed Sensing of Poisson Rates from Multiple Measurements | Mar 15, 2021 | compressed sensing | CodeCode Available | 0 | 5 |
