SJDeevio's starred repositories

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Language:PythonLicense:UnlicenseStargazers:7335Issues:297Issues:66

ganomaly

GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training

Language:PythonLicense:MITStargazers:851Issues:23Issues:84

anogan-keras

Unsupervised anomaly detection with generative model, keras implementation

Variational_Discriminator_Bottleneck

Implementation (with some experimentation) of the paper titled "VARIATIONAL DISCRIMINATOR BOTTLENECK: IMPROVING IMITATION LEARNING, INVERSE RL, AND GANS BY CONSTRAINING INFORMATION FLOW" (arxiv -> https://arxiv.org/pdf/1810.00821.pdf)

Language:PythonLicense:MITStargazers:153Issues:8Issues:7

Unsupervised-Anomaly-Detection-with-Generative-Adversarial-Networks

Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset

RelativisticGAN-Tensorflow

Simple Tensorflow implementation of RelativisticGAN

Language:PythonLicense:MITStargazers:50Issues:4Issues:2

Variational-Discriminator-Bottleneck-Tensorflow-Implementation

Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow - Tensorlfow Implementation