2 papers
cs.CV2020
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search
Prashant Pandey, Prathosh AP, Vinay Kyatham +2
Automating the classification of camera-obtained microscopic images of White Blood Cells (WBCs) and related cell subtypes has assumed importance since it aids the laborious manual…
cs.CV2019
Variational Inference with Latent Space Quantization for Adversarial Resilience
Vinay Kyatham, Mayank Mishra, Tarun Kumar Yadav +2
Despite their tremendous success in modelling high-dimensional data manifolds, deep neural networks suffer from the threat of adversarial attacks - Existence of perceptually valid…