Search Results for author: Sampath Jayarathna

Found 6 papers, 0 papers with code

Hypothesis-Driven Deep Learning for Out of Distribution Detection

no code implementations21 Mar 2024 Yasith Jayawardana, Azeem Ahmad, Balpreet S. Ahluwalia, Rafi Ahmad, Sampath Jayarathna, Dushan N. Wadduwage

Given a trained DNN and some input, we first feed the input through the DNN and compute an ensemble of OoD metrics, which we term latent responses.

Decision Making Novelty Detection +1

Modeling Updates of Scholarly Webpages Using Archived Data

no code implementations7 Dec 2020 Yasith Jayawardana, Alexander C. Nwala, Gavindya Jayawardena, Jian Wu, Sampath Jayarathna, Michael L. Nelson, C. Lee Giles

The vastness of the web imposes a prohibitive cost on building large-scale search engines with limited resources.

Gaze-Net: Appearance-Based Gaze Estimation using Capsule Networks

no code implementations16 Apr 2020 Bhanuka Mahanama, Yasith Jayawardana, Sampath Jayarathna

In this paper, we propose Gaze-Net: A capsule network capable of decoding, representing, and estimating gaze information from ocular region images.

Gaze Estimation Transfer Learning

Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version)

no code implementations26 Jun 2019 Yasith Jayawardana, Mark Jaime, Sashi Thapaliya, Sampath Jayarathna

There is a need for efficient objective measures that can help in diagnosing this disease early as possible with less effort.

EEG

Eye Gaze Metrics and Analysis of AOI for Indexing Working Memory towards Predicting ADHD

no code implementations17 Jun 2019 Gavindya Jayawardena, Anne Michalek, Sampath Jayarathna

This chapter will outline a feasibility study in which eye tracking was used to measure eye gaze metrics during a working memory capacity task for adults with and without ADHD and machine learning algorithms were applied to generate a feature set unique to the ADHD diagnosis.

valid

Cannot find the paper you are looking for? You can Submit a new open access paper.