| Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization | May 27, 2024 | 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 |
| Centralized and distributed online learning for sparse time-varying optimization | Jan 31, 2020 | compressed sensing | CodeCode Available | 0 | 5 |
| Fast quantum state reconstruction via accelerated non-convex programming | Apr 14, 2021 | compressed sensing | CodeCode Available | 0 | 5 |
| FROST-BRDF: A Fast and Robust Optimal Sampling Technique for BRDF Acquisition | Jan 14, 2024 | compressed sensing | CodeCode Available | 0 | 5 |
| Explaining Groups of Points in Low-Dimensional Representations | Mar 3, 2020 | compressed sensingcounterfactual | CodeCode Available | 0 | 5 |
| Attention-Refined Unrolling for Sparse Sequential micro-Doppler Reconstruction | Jun 25, 2023 | Activity Recognitioncompressed sensing | CodeCode Available | 0 | 5 |
| Extreme Compressed Sensing of Poisson Rates from Multiple Measurements | Mar 15, 2021 | 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 |
| Differentiable SVD based on Moore-Penrose Pseudoinverse for Inverse Imaging Problems | Nov 21, 2024 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 | 5 |
| Deep Learning-based Accelerated MR Cholangiopancreatography without Fully-sampled Data | May 6, 2024 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| End-to-End Optimization of Metasurfaces for Imaging with Compressed Sensing | Jan 28, 2022 | compressed sensingObject | CodeCode Available | 0 | 5 |
| Fast Algorithm for Constrained Linear Inverse Problems | Dec 2, 2022 | compressed sensingDenoising | CodeCode Available | 0 | 5 |
| Cascaded Dilated Dense Network with Two-step Data Consistency for MRI Reconstruction | Dec 1, 2019 | 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 |
| Cell Detection in Microscopy Images with Deep Convolutional Neural Network and Compressed Sensing | Aug 10, 2017 | Cell Detectioncompressed sensing | CodeCode Available | 0 | 5 |
| GraphLab: A New Framework for Parallel Machine Learning | Jun 25, 2010 | BIG-bench Machine Learningcompressed 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 |
| Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction | Dec 17, 2024 | compressed sensingDenoising | 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 neural network based sparse measurement matrix for image compressed sensing | Jun 19, 2018 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 | 5 |
| General Phase Regularized Reconstruction using Phase Cycling | Sep 15, 2017 | compressed sensingImage Reconstruction | 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 |
| 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 |
| An efficient deep convolutional laplacian pyramid architecture for CS reconstruction at low sampling ratios | Apr 13, 2018 | Blockingcompressed sensing | CodeCode Available | 0 | 5 |
| GrappaNet: Combining Parallel Imaging with Deep Learning for Multi-Coil MRI Reconstruction | Oct 27, 2019 | compressed sensingMRI Reconstruction | 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 |
| 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 |
| Hyperparameter Optimization: A Spectral Approach | Jun 2, 2017 | Bayesian Optimizationcompressed sensing | CodeCode Available | 0 | 5 |
| Image-Adaptive GAN based Reconstruction | Jun 12, 2019 | compressed sensingImage Super-Resolution | CodeCode Available | 0 | 5 |
| Adaptive Partial Scanning Transmission Electron Microscopy with Reinforcement Learning | Apr 6, 2020 | compressed sensingreinforcement-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 |
| Indian Regional Movie Dataset for Recommender Systems | Jan 7, 2018 | Collaborative Filteringcompressed sensing | CodeCode Available | 0 | 5 |
| Deep Generative Adversarial Networks for Compressed Sensing Automates MRI | May 31, 2017 | compressed sensingDiagnostic | CodeCode Available | 0 | 5 |
| Deep Geometric Distillation Network for Compressive Sensing MRI | Jul 11, 2021 | compressed sensingCompressive 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 |
| Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence Microscopy | May 17, 2021 | compressed sensingregression | CodeCode Available | 0 | 5 |
| Adaptive multi-penalty regularization based on a generalized Lasso path | Oct 11, 2017 | compressed sensingModel Selection | CodeCode Available | 0 | 5 |
| DeepHoyer: Learning Sparser Neural Network with Differentiable Scale-Invariant Sparsity Measures | Aug 27, 2019 | compressed sensingEfficient Neural Network | CodeCode Available | 0 | 5 |
| Curvature regularization for Non-line-of-sight Imaging from Under-sampled Data | Jan 1, 2023 | compressed sensingGPU | CodeCode Available | 0 | 5 |
| Cross-organ all-in-one parallel compressed sensing magnetic resonance imaging | May 7, 2025 | Allcompressed 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 |
| Deep Compressed Sensing | May 16, 2019 | compressed sensingMeta-Learning | CodeCode Available | 0 | 5 |
| Bayesian Convolutional Neural Networks for Compressed Sensing Restoration | Feb 24, 2019 | Bayesian Inferencecompressed sensing | CodeCode Available | 0 | 5 |
| Convolutional Dictionary Learning by End-To-End Training of Iterative Neural Networks | Jun 9, 2022 | compressed sensingDictionary Learning | CodeCode Available | 0 | 5 |
| Copula Variational Bayes inference via information geometry | Mar 29, 2018 | Clusteringcompressed sensing | CodeCode Available | 0 | 5 |
| Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems | Jun 16, 2019 | compressed sensingDeblurring | CodeCode Available | 0 | 5 |
| A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing | Apr 23, 2023 | compressed sensing | CodeCode Available | 0 | 5 |
| Accelerating Quantitative Susceptibility Mapping using Compressed Sensing and Deep Neural Network | Mar 17, 2021 | compressed sensingSSIM | CodeCode Available | 0 | 5 |