"compressed sensing" Papers

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Beyond Worst-Case Dimensionality Reduction for Sparse Vectors

Sandeep Silwal, David Woodruff, Qiuyi (Richard) Zhang

ICLR 2025arXiv:2502.19865

LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion Models

Yu Cheng, Fajie Yuan

ICCV 2025arXiv:2503.14325
6
citations

Adaptive Selection of Sampling-Reconstruction in Fourier Compressed Sensing

Seongmin Hong, Jaehyeok Bae, Jongho Lee et al.

ECCV 2024arXiv:2409.11738
1
citations

A Unified Framework for Learning with Nonlinear Model Classes from Arbitrary Linear Samples

Ben Adcock, Juan Cardenas, Nick Dexter

ICML 2024arXiv:2311.14886
4
citations

Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization

Ruizhong Qiu, Hanghang Tong

ICML 2024arXiv:2405.16805
11
citations