The code for the submitted paper: 

A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing

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## Dependencies

* Python 3.10.6

* torch 2.0.0

* torchvision 0.15.1

* cvxpy 1.3.1

## We provide jupyter notebook demos for both MNIST and CelebA datasets

The pre-trained generative models are provided in the folder named models, and the datasets can be downloaded automatically using torchvision.datasets.



