Rukshan Darshana Wijesinghe

According to our database, Rukshan Darshana Wijesinghe authored at least 9 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

An Advisor-Based Architecture for a Sample-Efficient Training of Autonomous Navigation Agents with Reinforcement Learning.

Rukshan Darshana Wijesinghe, Dumindu Tissera, Mihira Kasun Vithanage, Alex Xavier, Subha Fernando, Jayathu Samarawickrama

Robotics, August, 2023

End-to-end data-dependent routing in multi-path neural networks.

Dumindu Tissera, Rukshan Darshana Wijesinghe, Kasun Vithanage, Alex Xavier, Subha Fernando, Ranga Rodrigo

Neural Comput. Appl., June, 2023

2022

Neural mixture models with expectation-maximization for end-to-end deep clustering.

Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo

Neurocomputing, 2022

2021

End-To-End Data-Dependent Routing in Multi-Path Neural Networks.

Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Subha Fernando, Ranga Rodrigo

CoRR, 2021

Transferring Domain Knowledge with an Adviser in Continuous Tasks.

Rukshan Darshana Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Effect of Dialogue Structure and Memory on Language Emergence in a Multi-task Game.

Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Dumindu Tissera, Sanath Jayasena, Subha Fernando

Proceedings of the Advances in Computational Collective Intelligence, 2021

On Large-Batch Training of Residual Networks with SignSGD.

Alex Xavier, Dumindu Tissera, Rukshan Darshana Wijesinghe, Kasun Vithanage, Ranga Rodrigo, Subha Fernando, Sanath Jayasena

Proceedings of the ICAAI 2021: The 5th International Conference on Advances in Artificial Intelligence, Virtual Event, United Kingdom, November 20, 2021

2020

Feature-Dependent Cross-Connections in Multi-Path Neural Networks.

Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Kumara Kahatapitiya, Subha Fernando, Ranga Rodrigo

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Context-Aware Multipath Networks.

Dumindu Tissera, Kumara Kahatapitiya, Rukshan Darshana Wijesinghe, Subha Fernando, Ranga Rodrigo

CoRR, 2019