8 citations · 19 across the 4 of their papers we have counts for
4 papers · 1 filter
Understanding Cognitive Fatigue from fMRI Scans with Self-supervised Learning
Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh +2
Functional magnetic resonance imaging (fMRI) is a neuroimaging technique that records neural activations in the brain by capturing the blood oxygen level in different regions based…
Automated system to measure Tandem Gait to assess executive functions in children
Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal +3
As mobile technologies have become ubiquitous in recent years, computer-based cognitive tests have become more popular and efficient. In this work, we focus on assessing motor func…
A Survey on Contrastive Self-supervised Learning
Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh +2
Self-supervised learning has gained popularity because of its ability to avoid the cost of annotating large-scale datasets. It is capable of adopting self-defined pseudo labels as…
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks
Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal +1
This article proposes a novel approach for augmenting generative adversarial network (GAN) with a self-supervised task in order to improve its ability for encoding video representa…