| General Phase Regularized Reconstruction using Phase Cycling | Sep 15, 2017 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Structured Low-Rank Algorithms: Theory, MR Applications, and Links to Machine Learning | Oct 27, 2019 | BIG-bench Machine Learningcompressed sensing | CodeCode Available | 0 |
| Deep Geometric Distillation Network for Compressive Sensing MRI | Jul 11, 2021 | compressed sensingCompressive Sensing | CodeCode Available | 0 |
| Optimal MRI Undersampling Patterns for Ultimate Benefit of Medical Vision Tasks | Aug 10, 2021 | compressed sensingSegmentation | CodeCode Available | 0 |
| 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 |
| Recovery of Future Data via Convolution Nuclear Norm Minimization | Sep 6, 2019 | compressed sensingTime Series | CodeCode Available | 0 |
| A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image Reconstruction | Oct 30, 2018 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Optimization-Based Deep learning methods for Magnetic Resonance Imaging Reconstruction and Synthesis | Mar 2, 2023 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| A Hybrid CDG-CSF Based Approach for Enhancing Lifetime of Wireless Sensor Network | Mar 5, 2024 | compressed sensing | CodeCode Available | 0 |
| A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs | Jan 1, 2018 | compressed sensing | CodeCode Available | 0 |
| Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic Models | May 22, 2024 | compressed sensingDenoising | CodeCode Available | 0 |
| An Approximate Message Passing Algorithm for Rapid Parameter-Free Compressed Sensing MRI | Nov 4, 2019 | compressed sensing | CodeCode Available | 0 |
| Global Sensing and Measurements Reuse for Image Compressed Sensing | Jun 23, 2022 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 |
| Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization | May 27, 2024 | compressed sensing | CodeCode Available | 0 |
| Self-Supervised Learning of Physics-Guided Reconstruction Neural Networks without Fully-Sampled Reference Data | Dec 16, 2019 | compressed sensingMRI Reconstruction | CodeCode Available | 0 |
| Metrics for Multivariate Dictionaries | Feb 18, 2013 | Clusteringcompressed sensing | CodeCode Available | 0 |
| Training-free Ultra Small Model for Universal Sparse Reconstruction in Compressed Sensing | Jan 20, 2025 | compressed sensing | CodeCode Available | 0 |
| Deep Generative Adversarial Networks for Compressed Sensing Automates MRI | May 31, 2017 | compressed sensingDiagnostic | CodeCode Available | 0 |
| GraphLab: A New Framework for Parallel Machine Learning | Jun 25, 2010 | BIG-bench Machine Learningcompressed sensing | CodeCode Available | 0 |
| AutoSamp: Autoencoding k-space Sampling via Variational Information Maximization for 3D MRI | Jun 5, 2023 | Anatomycompressed sensing | CodeCode Available | 0 |
| Compressed Sensing Using Binary Matrices of Nearly Optimal Dimensions | Aug 9, 2018 | compressed sensingCPU | CodeCode Available | 0 |
| A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO | Dec 6, 2021 | compressed sensingEfficient Exploration | CodeCode Available | 0 |
| Greedy Algorithms for Hybrid Compressed Sensing | Aug 18, 2019 | compressed sensing | CodeCode Available | 0 |
| Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction | Jun 28, 2018 | compressed sensingMRI Reconstruction | CodeCode Available | 0 |
| Region-of-Interest Prioritised Sampling for Constrained Autonomous Exploration Systems | Jul 15, 2021 | compressed sensing | CodeCode Available | 0 |
