compressive sensing

126 papers

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Also known as

HCS CS

Co-occurring keywords

image reconstruction (663) sparse recovery (113) compressed sensing (198) convex optimization (1320) convolutional neural network (4216) neural network (6616) dictionary learning (277) signal reconstruction (43) phase retrieval (57) hyperspectral imaging (82)

Papers

HUNet: Homotopy Unfolding Network for Image Compressive Sensing CVPR 2025

Sampling Innovation-Based Adaptive Compressive Sensing CVPR 2025

Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing CVPR 2025

Sp3ctralMamba: Physics-Driven Joint State Space Model for Hyperspectral Image Reconstruction AAAI 2025

Latent Space Imaging CVPR 2025

Reconstruction-free Cascaded Adaptive Compressive Sensing CVPR 2024

In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging CVPR 2024

Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms NIPS 2024

UFC-Net: Unrolling Fixed-point Continuous Network for Deep Compressive Sensing CVPR 2024

Revisiting RIP Guarantees for Sketching Operators on Mixture Models JMLR 2024

CPP-Net: Embracing Multi-Scale Feature Fusion into Deep Unfolding CP-PPA Network for Compressive Sensing CVPR 2024

Block Image Compressive Sensing with Local and Global Information Interaction AAAI 2024

Practical Privacy-Preserving MLaaS: When Compressive Sensing Meets Generative Networks AAAI 2024

SPECAT: SPatial-spEctral Cumulative-Attention Transformer for High-Resolution Hyperspectral Image Reconstruction CVPR 2024

Sparse Bayesian Generative Modeling for Compressive Sensing NIPS 2024

Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations NIPS 2024

Lower Bounds on Adaptive Sensing for Matrix Recovery NIPS 2023

Graph-based Semi-supervised Local Clustering with Few Labeled Nodes IJCAI 2023

Optimization-Inspired Cross-Attention Transformer for Compressive Sensing CVPR 2023

SpinCam: High-Speed Imaging via a Rotating Point-Spread Function ICCV 2023

Spectral DefocusCam: Compressive Hyperspectral Imaging from Defocus Measurements AAAI 2022

Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging NIPS 2022

Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity NIPS 2022

HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging CVPR 2022

Signal Recovery with Non-Expansive Generative Network Priors NIPS 2022