no code implementations • 21 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.
no code implementations • 7 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.
no code implementations • 16 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.
no code implementations • 26 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.
no code implementations • 17 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.
no code implementations • 9 Jan 2019 • Vijini Mallawaarachchi, Lakmal Meegahapola, Roshan Alwis, Eranga Nimalarathna, Dulani Meedeniya, Sampath Jayarathna
Majority of the currently available webpages are dynamic in nature and are changing frequently.