Publications
A full list of my publications can also be found on my Google Scholar profile.
Conference and Workshop Papers
[1]aTreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing
Vinoj Jayasundara, Nghi Duy Quoc Bui, Lingxiao Jiang and David Lo
ML for Systems Workshop, Advances in Neural Information Processing Systems (NeurIPS) 2019.
[Paper] [Presentation] [Poster] [Code]
[2]aTextCaps: Handwritten Character Recognition with Very Small Datasets
Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Jathushan Rajasegaran, Suranga Seneviratne and Ranga Rodrigo
IEEE Winter Conference on Applications of Computer Vision (WACV) 2019.
[Paper] [Presentation] [Poster] [Code]
[3]aDeepCaps: Going Deeper with Capsule Networks
Jathushan Rajasegaran, Vinoj Jayasundara, Sandaru Jayasekara, Hirunima Jayasekara, Suranga Seneviratne and Ranga Rodrigo
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019.
[Paper] [Presentation] [Poster] [Code]
[4]aTimeCaps: Learning from Time Series Data with Capsule Networks
Hirunima Jayasekara, Vinoj Jayasundara, Jathushan Rajasegaran, Sandaru Jayasekara, Suranga Seneviratne and Ranga Rodrigo
International Conference on Agents and Artificial Intelligence (ICAART) 2020.
[Paper]
[5]aSmartEmbed: A Tool for Clone and Bug Detection in Smart Contracts through Structural Code Embedding
Zhipeng Gao, Vinoj Jayasundara, Lingxiao Jiang, Xin Xia, David Lo and John Grundy
IEEE International Conference on Software Maintenance and Evolution (ICSME) 2019.
[Paper] [Code]
[6]aMicro Actions and Deep Static Features for Activity Recognition
Sameera Ramasinghe, Jathushan Rajasegaran, Vinoj Jayasundara, Kanchana Ranasinghe, Ranga Rodrigo and Ajith Pasqual
IEEE Digital Image Computing: Techniques and Applications (DICTA) 2017.
[Paper] [Presentation] [Poster]
Journal Articles
[1]aDevice-Free User Authentication, Activity Classification and Tracking using Passive Wi-Fi Sensing: A Deep
Learning Based Approach
Vinoj Jayasundara, Hirunima Jayasekara, Tharaka Samarasinghe and Kasun T. Hemachandra
IEEE Sensors Journal (IEEE Sensors) 2019.
[Paper]
[2]aCombined Static and Motion Features for Deep-Networks Based Activity Recognition in Videos
Sameera Ramasinghe, Jathushan Rajasegaran, Vinoj Jayasundara, Kanchana Ranasinghe, Ranga Rodrigo and Ajith Pasqual
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2017.
[Paper]