1 code implementation • 11 May 2020 • Prashant Pandey, Prathosh AP, Vinay Kyatham, Deepak Mishra, Tathagato Rai Dastidar
We prove the existence of such a clone given that infinite number of data points can be sampled from the source distribution.
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.