10 citations · 11 across the 4 of their papers we have counts for
4 papers
Confusion-Aware Transfer Teacher Curriculum Learning Framework: Disentangling Scoring and Pacing Effects
Savini Kommalage, Sanka Mohottala, Asiri Gawesha +5
Curriculum learning couples two design choices, how samples are scored by difficulty and how harder samples are paced into training, making it difficult to attribute observed gains…
Evaluation of Machine Learning Models in Student Academic Performance Prediction
A. G. R. Sandeepa, Sanka Mohottala
This research investigates the use of machine learning methods to forecast students' academic performance in a school setting. Students' data with behavioral, academic, and demogra…
2D Pose Estimation based Child Action Recognition
Sanka Mohottala, Sandun Abeygunawardana, Pradeepa Samarasinghe +2
We present a graph convolutional network with 2D pose estimation for the first time on child action recognition task achieving on par results with an RGB modality based model on a…
Graph Neural Network based Child Activity Recognition
Sanka Mohottala, Pradeepa Samarasinghe, Dharshana Kasthurirathna +1
This paper presents an implementation on child activity recognition (CAR) with a graph convolution network (GCN) based deep learning model since prior implementations in this domai…