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1. Neural-PGD Neural-PGD Public

   This code implements the neural proximal gradient descent (PGD) algorithm proposed in https://arxiv.org/abs/1806.03963. The idea is to unroll the proximal gradient descent algorithm and model the p…

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2. GAN-Hallucination GAN-Hallucination Public

   This projects investigates the possible hallucinations or adversarial attacks for solving linear inverse problems. The goal is to understand the possible hallucinations, define metrics to quantify …

   Python 19 6

3. DVH-prediction DVH-prediction Public

   Implemention of DVH prediction from the (contoured) anatomical scans ...

   Python 11 3

4. Unpaired-GANCS Unpaired-GANCS Public

   This code implements the recovery of image x from the undersampled measurements y when the pair (x,y) is not avaialble for training. However, we know the images, say \tilde{x}, from another relevan…

   Python 10 8

5. cs231n cs231n Public

   Stanford CS231n Convolutional Neural Networks for Visual Recognition Assignments

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6. GraphAutoencoder GraphAutoencoder Public

   Embedding the graph nodes using a deep fully connected autoencoder

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