Rukshan Darshana Wijesinghe

12 papers B 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
An Advisor-Based Architecture for a Sample-Efficient Training of Autonomous Navigation Agents with Reinforcement Learning.
Robotics
Rukshan Darshana Wijesinghe, Dumindu Tissera, Mihira Kasun Vithanage, Alex Xavier, Subha Fernando, Jayathu Samarawickrama
2023 J jnl
End-to-end data-dependent routing in multi-path neural networks.
Neural Comput. Appl.
Dumindu Tissera, Rukshan Darshana Wijesinghe, Kasun Vithanage, Alex Xavier, Subha Fernando, Ranga Rodrigo
2022 J jnl
Neural mixture models with expectation-maximization for end-to-end deep clustering.
Neurocomputing
Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo
2021 — conf
Effect of Dialogue Structure and Memory on Language Emergence in a Multi-task Game.
ICCCI (CCIS Volume)
Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Dumindu Tissera, Sanath Jayasena, Subha Fernando
2021 J jnl
End-To-End Data-Dependent Routing in Multi-Path Neural Networks.
CoRR
Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Subha Fernando, Ranga Rodrigo
2021 J jnl
Neural Mixture Models with Expectation-Maximization for End-to-end Deep Clustering.
CoRR
Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo
2021 — conf
On Large-Batch Training of Residual Networks with SignSGD.
ICAAI
Alex Xavier, Dumindu Tissera, Rukshan Darshana Wijesinghe, Kasun Vithanage, Ranga Rodrigo, Subha Fernando, Sanath Jayasena
2021 — conf
Transferring Domain Knowledge with an Adviser in Continuous Tasks.
PAKDD (3)
Rukshan Darshana Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama
2021 J jnl
Transferring Domain Knowledge with an Adviser in Continuous Tasks.
CoRR
Rukshan Darshana Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama
2020 B conf
Feature-Dependent Cross-Connections in Multi-Path Neural Networks.
ICPR
Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Kumara Kahatapitiya, Subha Fernando, Ranga Rodrigo
2020 J jnl
Feature-dependent Cross-Connections in Multi-Path Neural Networks.
CoRR
Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Kumara Kahatapitiya, Subha Fernando, Ranga Rodrigo
2019 J jnl
Context-Aware Multipath Networks.
CoRR
Dumindu Tissera, Kumara Kahatapitiya, Rukshan Darshana Wijesinghe, Subha Fernando, Ranga Rodrigo