Subha Fernando

According to our database, Subha Fernando authored at least 22 papers between 2018 and 2024.

Collaborative distances:

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

2024

SmartiPhish: a reinforcement learning-based intelligent anti-phishing solution to detect spoofed website attacks.

Subhash Ariyadasa, Shantha Fernando, Subha Fernando

Int. J. Inf. Sec., April, 2024

Optimized Information Flow for Transformer Tracking.

Janani Kugarajeevan, Thanikasalam Kokul, Amirthalingam Ramanan, Subha Fernando

CoRR, 2024

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

Transformers in Single Object Tracking: An Experimental Survey.

Janani Thangavel, Thanikasalam Kokul, Amirthalingam Ramanan, Subha Fernando

CoRR, 2023

Transformers in Single Object Tracking: An Experimental Survey.

Janani Kugarajeevan, Thanikasalam Kokul, Amirthalingam Ramanan, Subha Fernando

IEEE Access, 2023

AI Based Solution to Optimize the Fertilizer Composition in Hydroponics Agriculture.

Pubudu Ekanayake, Subha Fernando, Ranga Rodrigo, Sanath Jayasena

Proceedings of the 15th International Conference on Machine Learning and Computing, 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

Combining Long-Term Recurrent Convolutional and Graph Convolutional Networks to Detect Phishing Sites Using URL and HTML.

Subhash Ariyadasa, Shantha Fernando, Subha Fernando

IEEE Access, 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

Optimizing robotic swarm based construction tasks.

Teshan Liyanage, Subha Fernando

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

Artificial Intelligence for Futuristic Banking.

Moksha Thisarani, Subha Fernando

Proceedings of the 2021 IEEE International Conference on Engineering, 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

Parameterized Wavelets for Convolutional Neural Networks.

D. D. N. De Silva, H. W. M. K. Vithanage, S. A. Xavier, I. Thilini S. Piyatilake, Subha Fernando

Proceedings of the 2020 IEEE International Conference on Autonomous Robot Systems and Competitions, 2020

2019

Context-Aware Multipath Networks.

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

CoRR, 2019

Decentralizing Decision Making Process of Simultaneous Bilateral Negotiations of Large Multiagent Systems in e-Commerce Applications Using Holonic Structures.

Subha Fernando, Damith Premasiri, Vishma Dias, Upali Kohomban, Yohan Welikala, Harsha Subasinghe

Proceedings of the Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection, 2019

2018

On Optimizing Deep Convolutional Neural Networks by Evolutionary Computing.

M. U. Bigumjith Dias, D. D. N. De Silva, Subha Fernando

CoRR, 2018

Modeling honeybee communication using network of spiking neural networks to simulate nectar reporting behavior.

Subha Fernando, Nishantha Kumarasinghe

Artif. Life Robotics, 2018

Wavelet based edge feature enhancement for convolutional neural networks.

D. D. N. De Silva, Subha Fernando, I. Thilini S. Piyatilake, A. V. S. Karunarathne

Proceedings of the Eleventh International Conference on Machine Vision, 2018