| Unsupervised Accelerated MRI Reconstruction via Ground-Truth-Free Flow Matching | Feb 24, 2025 | compressed sensingDenoising | —Unverified | 0 |
| Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization | Feb 24, 2025 | compressed sensingDenoising | —Unverified | 0 |
| Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis | Feb 24, 2025 | Activity Recognitioncompressed sensing | —Unverified | 0 |
| Solving Inverse Problems with Deep Linear Neural Networks: Global Convergence Guarantees for Gradient Descent with Weight Decay | Feb 21, 2025 | compressed sensing | —Unverified | 0 |
| One-bit Compressed Sensing using Generative Models | Feb 18, 2025 | compressed sensing | —Unverified | 0 |
| How to warm-start your unfolding network | Feb 3, 2025 | compressed sensing | —Unverified | 0 |
| FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities | Jan 27, 2025 | compressed sensingReinforcement Learning (RL) | —Unverified | 0 |
| Snapshot Compressed Imaging Based Single-Measurement Computer Vision for Videos | Jan 25, 2025 | compressed sensingDenoising | —Unverified | 0 |
| Enhanced Confocal Laser Scanning Microscopy with Adaptive Physics Informed Deep Autoencoders | Jan 24, 2025 | compressed sensingDenoising | —Unverified | 0 |
| Advancing MRI Reconstruction: A Systematic Review of Deep Learning and Compressed Sensing Integration | Jan 24, 2025 | compressed sensingFederated Learning | CodeCode Available | 2 |
| Keypoint Detection Empowered Near-Field User Localization and Channel Reconstruction | Jan 21, 2025 | compressed sensingKeypoint Detection | —Unverified | 0 |
| Training-free Ultra Small Model for Universal Sparse Reconstruction in Compressed Sensing | Jan 20, 2025 | compressed sensing | CodeCode Available | 0 |
| Low-Complexity Detection of Multiple Preambles in the Presence of Mobility and Delay Spread | Jan 10, 2025 | compressed sensingScheduling | —Unverified | 0 |
| ContextMRI: Enhancing Compressed Sensing MRI through Metadata Conditioning | Jan 8, 2025 | Anatomycompressed sensing | CodeCode Available | 1 |
| Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging | Jan 7, 2025 | compressed sensing | —Unverified | 0 |
| A Self-supervised Diffusion Bridge for MRI Reconstruction | Jan 6, 2025 | compressed sensingDenoising | —Unverified | 0 |
| An unsupervised method for MRI recovery: Deep image prior with structured sparsity | Jan 2, 2025 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Ultra-Low Complexity On-Orbit Compression for Remote Sensing Imagery via Block Modulated Imaging | Dec 24, 2024 | compressed sensingImage Compression | CodeCode Available | 0 |
| Non-Convex Tensor Recovery from Local Measurements | Dec 23, 2024 | compressed sensing | —Unverified | 0 |
| Distributed Beam Alignment in sub-THz D2D Networks | Dec 20, 2024 | compressed sensing | —Unverified | 0 |
| Compressed Sensing Based Residual Recovery Algorithms and Hardware for Modulo Sampling | Dec 17, 2024 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction | Dec 17, 2024 | compressed sensingDenoising | CodeCode Available | 0 |
| Rapid Reconstruction of Extremely Accelerated Liver 4D MRI via Chained Iterative Refinement | Dec 14, 2024 | compressed sensingDenoising | —Unverified | 0 |
| Enhancing Sample Generation of Diffusion Models using Noise Level Correction | Dec 7, 2024 | Colorizationcompressed sensing | —Unverified | 0 |
| Delay-Doppler Signal Processing with Zadoff-Chu Sequences | Dec 5, 2024 | compressed sensing | —Unverified | 0 |
