Vaibhav Dubey

Enhancing Accuracy Through Data Augmentation using Variational Autoencoders in Machine Learning Techniques

2024

This paper investigates the impact of data augmentation on the performance of a simple Deep Neural Network (DNN) architecture, comprising a sequence of fully connected layers interspersed with non-linear activation functions and regularization techniques. The …