| Spectral Reconstruction and Disparity from Spatio-Spectrally Coded Light Fields via Multi-Task Deep Learning | Mar 18, 2021 | compressed sensingDisparity Estimation | CodeCode Available | 0 |
| Accelerating Quantitative Susceptibility Mapping using Compressed Sensing and Deep Neural Network | Mar 17, 2021 | compressed sensingSSIM | CodeCode Available | 0 |
| Iterative Reweighted Algorithms for Joint User Identification and Channel Estimation in Spatially Correlated Massive MTC | Mar 15, 2021 | Action DetectionActivity Detection | —Unverified | 0 |
| Extreme Compressed Sensing of Poisson Rates from Multiple Measurements | Mar 15, 2021 | compressed sensing | CodeCode Available | 0 |
| Exact Sparse Orthogonal Dictionary Learning | Mar 14, 2021 | compressed sensingDenoising | —Unverified | 0 |
| Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks | Mar 13, 2021 | compressed sensingDeep Learning | CodeCode Available | 0 |
| Semantic Communications in Networked Systems: A Data Significance Perspective | Mar 9, 2021 | compressed sensingDecision Making | —Unverified | 0 |
| OUTCOMES: Rapid Under-sampling Optimization achieves up to 50% improvements in reconstruction accuracy for multi-contrast MRI sequences | Mar 8, 2021 | compressed sensingGPU | —Unverified | 0 |
| Memory-efficient Learning for High-Dimensional MRI Reconstruction | Mar 6, 2021 | compressed sensingGPU | —Unverified | 0 |
| Learning the sampling density in 2D SPARKLING MRI acquisition for optimized image reconstruction | Mar 5, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Deep Unfolded Recovery of Sub-Nyquist Sampled Ultrasound Image | Mar 1, 2021 | compressed sensing | —Unverified | 0 |
| Deep Learning-based Compressive Beam Alignment in mmWave Vehicular Systems | Feb 27, 2021 | compressed sensingDeep Learning | —Unverified | 0 |
| Quantization Algorithms for Random Fourier Features | Feb 25, 2021 | compressed sensingDimensionality Reduction | —Unverified | 0 |
| Provable Compressed Sensing with Generative Priors via Langevin Dynamics | Feb 25, 2021 | compressed sensingRetrieval | —Unverified | 0 |
| Generator Surgery for Compressed Sensing | Feb 22, 2021 | compressed sensing | —Unverified | 0 |
| General Total Variation Regularized Sparse Bayesian Learning for Robust Block-Sparse Signal Recovery | Feb 13, 2021 | compressed sensing | —Unverified | 0 |
| Sparsification via Compressed Sensing for Automatic Speech Recognition | Feb 9, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Reconstruction of Sparse Signals under Gaussian Noise and Saturation | Feb 8, 2021 | compressed sensing | —Unverified | 0 |
| Deep Iteration Assisted by Multi-level Obey-pixel Network Discriminator (DIAMOND) for Medical Image Recovery | Feb 8, 2021 | compressed sensingImage Restoration | —Unverified | 0 |
| Study on Compressed Sensing of Action Potential | Jan 30, 2021 | compressed sensingCompressive Sensing | —Unverified | 0 |
| Spatial Wideband Channel Estimation for MmWave Massive MIMO Systems with Hybrid Architectures and Low-Resolution ADCs | Jan 25, 2021 | compressed sensing | —Unverified | 0 |
| Non-Convex Compressed Sensing with Training Data | Jan 20, 2021 | compressed sensing | —Unverified | 0 |
| Learning DNN networks using un-rectifying ReLU with compressed sensing application | Jan 18, 2021 | Combinatorial Optimizationcompressed sensing | —Unverified | 0 |
| Aggregated Network for Massive MIMO CSI Feedback | Jan 17, 2021 | compressed sensingvalid | —Unverified | 0 |
| Advances in Electron Microscopy with Deep Learning | Jan 4, 2021 | Clusteringcompressed sensing | —Unverified | 0 |
| A Half-Space Stochastic Projected Gradient Method for Group Sparsity Regularization | Jan 1, 2021 | compressed sensingfeature selection | —Unverified | 0 |
| Phase Transitions in Frequency Agile Radar Using Compressed Sensing | Dec 30, 2020 | compressed sensing | —Unverified | 0 |
| Unambiguous Delay-Doppler Recovery from Random Phase Coded Pulses | Dec 22, 2020 | compressed sensing | —Unverified | 0 |
| On the Treatment of Optimization Problems with L1 Penalty Terms via Multiobjective Continuation | Dec 14, 2020 | compressed sensingModel Selection | —Unverified | 0 |
| Reconstructing unseen modalities and pathology with an efficient Recurrent Inference Machine | Dec 14, 2020 | compressed sensingImage Reconstruction | —Unverified | 0 |
| LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT | Dec 13, 2020 | compressed sensingComputed Tomography (CT) | CodeCode Available | 0 |
| Machine Learning in Magnetic Resonance Imaging: Image Reconstruction | Dec 9, 2020 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Gradient Sparsification Can Improve Performance of Differentially-Private Convex Machine Learning | Nov 30, 2020 | BIG-bench Machine Learningcompressed sensing | —Unverified | 0 |
| Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image versus Data Domain | Nov 26, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Learning sparse structures for physics-inspired compressed sensing | Nov 25, 2020 | compressed sensing | —Unverified | 0 |
| A Preliminary Comparison Between Compressive Sampling and Anisotropic Mesh-based Image Representation | Nov 19, 2020 | compressed sensing | —Unverified | 0 |
| Plug-And-Play Learned Gaussian-mixture Approximate Message Passing | Nov 18, 2020 | compressed sensingDenoising | —Unverified | 0 |
| Self-Supervised Physics-Guided Deep Learning Reconstruction For High-Resolution 3D LGE CMR | Nov 18, 2020 | compressed sensingSelf-Supervised Learning | —Unverified | 0 |
| A Homotopy Coordinate Descent Optimization Method for l_0-Norm Regularized Least Square Problem | Nov 13, 2020 | compressed sensing | —Unverified | 0 |
| A Two-Stage Radar Sensing Approach based on MIMO-OFDM Technology | Nov 12, 2020 | compressed sensingVocal Bursts Valence Prediction | —Unverified | 0 |
| On Performance of Sparse Fast Fourier Transform Algorithms Using the Aliasing Filter | Nov 11, 2020 | compressed sensing | —Unverified | 0 |
| Masked Face Image Classification with Sparse Representation based on Majority Voting Mechanism | Nov 9, 2020 | Classificationcompressed sensing | —Unverified | 0 |
| Adversarial Robust Low Rank Matrix Estimation: Compressed Sensing and Matrix Completion | Oct 25, 2020 | compressed sensingMatrix Completion | —Unverified | 0 |
| Towards Neurally Augmented ALISTA | Oct 23, 2020 | compressed sensing | —Unverified | 0 |
| Compressed Sensing with Approximate Priors via Conditional Resampling | Oct 23, 2020 | compressed sensingDiversity | —Unverified | 0 |
| Compressed Sensing with Invertible Generative Models and Dependent Noise | Oct 23, 2020 | compressed sensingDenoising | —Unverified | 0 |
| Recovery of sparse linear classifiers from mixture of responses | Oct 22, 2020 | compressed sensingQuantization | —Unverified | 0 |
| QISTA-Net: DNN Architecture to Solve _q-norm Minimization Problem and Image Compressed Sensing | Oct 22, 2020 | compressed sensingImage Compressed Sensing | —Unverified | 0 |
| ENSURE: A General Approach for Unsupervised Training of Deep Image Reconstruction Algorithms | Oct 20, 2020 | compressed sensingDenoising | —Unverified | 0 |
| Model-based Decentralized Bayesian Algorithm for Distributed Compressed Sensing | Oct 16, 2020 | compressed sensingCompressive Sensing | —Unverified | 0 |