| Sparse Representations, Inference and Learning | Jun 28, 2023 | compressed sensing | —Unverified | 0 |
| Attention-Refined Unrolling for Sparse Sequential micro-Doppler Reconstruction | Jun 25, 2023 | Activity Recognitioncompressed sensing | CodeCode Available | 0 |
| Attention Hybrid Variational Net for Accelerated MRI Reconstruction | Jun 21, 2023 | compressed sensingMRI Reconstruction | —Unverified | 0 |
| Super-Resolution Radar Imaging with Sparse Arrays Using a Deep Neural Network Trained with Enhanced Virtual Data | Jun 16, 2023 | compressed sensingSuper-Resolution | CodeCode Available | 1 |
| Sparse-Inductive Generative Adversarial Hashing for Nearest Neighbor Search | Jun 12, 2023 | compressed sensingQuantization | —Unverified | 0 |
| Optimal sensor placement for reconstructing wind pressure field around buildings using compressed sensing | Jun 7, 2023 | compressed sensing | —Unverified | 0 |
| Compressed Sensing: A Discrete Optimization Approach | Jun 5, 2023 | compressed sensingData Compression | CodeCode Available | 0 |
| Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models | Jun 5, 2023 | compressed sensingTime Series | —Unverified | 0 |
| Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models | Jun 5, 2023 | compressed sensingMRI Reconstruction | CodeCode Available | 1 |
| AutoSamp: Autoencoding k-space Sampling via Variational Information Maximization for 3D MRI | Jun 5, 2023 | Anatomycompressed sensing | CodeCode Available | 0 |
| Ambient Diffusion: Learning Clean Distributions from Corrupted Data | May 30, 2023 | compressed sensing | CodeCode Available | 1 |
| Efficient Decoding of Compositional Structure in Holistic Representations | May 26, 2023 | compressed sensingRetrieval | —Unverified | 0 |
| Sparsity and Coefficient Permutation Based Two-Domain AMP for Image Block Compressed Sensing | May 22, 2023 | compressed sensingDeep Attention | —Unverified | 0 |
| Deep Learning for Asynchronous Massive Access with Data Frame Length Diversity | May 12, 2023 | Action DetectionActivity Detection | —Unverified | 0 |
| Efficient Neural Network based Classification and Outlier Detection for Image Moderation using Compressed Sensing and Group Testing | May 12, 2023 | compressed sensingEfficient Neural Network | —Unverified | 0 |
| Coil Sketching for computationally-efficient MR iterative reconstruction | May 10, 2023 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Joint Activity Detection and Channel Estimation for Clustered Massive Machine Type Communications | May 4, 2023 | Action DetectionActivity Detection | —Unverified | 0 |
| A Novel Low-Rank Tensor Method for Undersampling Artifact Removal in Respiratory Motion-Resolved Multi-Echo 3D Cones MRI | May 1, 2023 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Energy-Efficient Precoding and Feeder-Link-Beam Matching Design for Bent-Pipe SATCOM Systems | Apr 26, 2023 | compressed sensing | —Unverified | 0 |
| Learning Task-Specific Strategies for Accelerated MRI | Apr 25, 2023 | compressed sensingDiagnostic | CodeCode Available | 0 |
| A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing | Apr 23, 2023 | compressed sensing | CodeCode Available | 0 |
| Linear Convergence of Reshuffling Kaczmarz Methods With Sparse Constraints | Apr 20, 2023 | compressed sensingDimensionality Reduction | —Unverified | 0 |
| Cooperative Multi-Cell Massive Access with Temporally Correlated Activity | Apr 19, 2023 | Action DetectionActivity Detection | —Unverified | 0 |
| Generalization and Estimation Error Bounds for Model-based Neural Networks | Apr 19, 2023 | compressed sensing | —Unverified | 0 |
| Joint Block-Sparse Recovery Using Simultaneous BOMP/BOLS | Apr 7, 2023 | compressed sensingvalid | —Unverified | 0 |
