Vikash Kumar

CAFT: Class Aware Frequency Transform for Reducing Domain Gap

2021

This work explores the usage of Fourier Transform for reducing the domain gap between the Source (e.g. Synthetic Image) and Target domain (e.g. Real Image) towards solving the Domain Adaptation problem. Most of the Unsupervised …

Analysis on Role of Quantum Computing in Machine Learning

2022

Quantum machine learning is a process by which quantum computers are used to learn from data. It is still in its begining stages of development, but has the potential to be much more efficient than …