| 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 |
| Group Sparsity Methods for Compressive Space-Frequency Channel Estimation and Spatial Equalization in Fluid Antenna System | Mar 3, 2025 | compressed sensingCompressive Sensing | —Unverified | 0 |
| From superposition to sparse codes: interpretable representations in neural networks | Mar 3, 2025 | compressed sensingRepresentation Learning | —Unverified | 0 |
| T1-PILOT: Optimized Trajectories for T1 Mapping Acceleration | Feb 27, 2025 | compressed sensing | —Unverified | 0 |
| Beyond Worst-Case Dimensionality Reduction for Sparse Vectors | Feb 27, 2025 | compressed sensingDimensionality Reduction | —Unverified | 0 |
| Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization | Feb 24, 2025 | compressed sensingDenoising | —Unverified | 0 |
| Unsupervised Accelerated MRI Reconstruction via Ground-Truth-Free Flow Matching | 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 |
