cs_gan

Deep Compressed Sensing

This is the example code for the following ICML 2019 paper. If you use the code here please cite this paper.

Yan Wu, Mihaela Rosca, Timothy Lillicrap Deep Compressed Sensing. ICML 2019. [arXiv].

Running the code

The code contains:

• the implementation of the compressed sensing algorithm (cs.py).
• the implementation of the GAN algorithm (gan.py).
• a main file (main_cs.py) to reproduce the Compressed Sensing results in the paper.
• a main file (main_gan.py) to reproduce the GAN results in the paper (the improvement over the SN-GAN baseline via latent optimization).