Search Results for author: Vinay Kyatham

Found 2 papers, 2 papers with code

Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search

1 code implementation11 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.


Variational Inference with Latent Space Quantization for Adversarial Resilience

1 code implementation24 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 Variational Inference

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