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| Beyond Worst-Case Dimensionality Reduction for Sparse Vectors | Feb 27, 2025 | compressed sensingDimensionality Reduction | —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 |
| Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization | Feb 24, 2025 | compressed sensingDenoising | —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 |
