Variational Inference with Latent Space Quantization for Adversarial Resilience

1 code implementation • 24 Mar 2019 • Vinay Kyatham, Mayank Mishra, Tarun Kumar Yadav, Deepak Mishra, Prathosh AP

Specifically, we simultaneously auto-encode the data manifold and its perturbations implicitly through the perturbations of the regularized and quantized generative latent space, realized using variational inference.

Quantization valid +1