Self-Supervised Scalable Deep Compressed Sensing (IJCV 2024) [PyTorch]
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Updated
Jul 30, 2024 - Python
Self-Supervised Scalable Deep Compressed Sensing (IJCV 2024) [PyTorch]
Compressive Confocal Microscopy Imaging at the Single-Photon Level with Ultra-Low Sampling Ratios (Communications Engineering 2024) [PyTorch]
An open source Python single-pixel imaging kit for educational and research purposes.
Practical Compact Deep Compressed Sensing [PyTorch]
Operational Support Estimator Networks (OSENs) are generic networks that can used in different support estimation problems.
Simulator for Coded Aperture Spectral Snapshot Imaging
A recursive framework to enhance the efficiency of deep unfolding networks.
Sampling-Priors-Augmented Deep Unfolding Network for Robust Video Compressive Sensing
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
Early stages of incorporating self-supervised with algorithm unrolling. Code was written as part of a master's thesis (60 ECTS) at Aalborg University, Denmark.
TransCS: A Transformer-Based Hybrid Architecture for Image Compressed Sensing
The Generative Patch Prior for Compressive Image Recovery
[ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.
Memory-Efficient Network for Large-scale Video Compressive Sensing, CVPR 2021
Implementation of IEEE 2019 Research Paper : Image Compressed Sensing using Convolutional Neural Network.
PyTorch deep learning framework for video compressive sensing.
Thesis research on compressed sensing
Structure preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks (CVPRW 2020)
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