Subha Fernando

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 26

Top Topics

Reinforcement Learning

Top Venues

Artif. Life Robotics

Publications

Subhash Ariyadasa, Shantha Fernando, Subha Fernando
SmartiPhish: a reinforcement learning-based intelligent anti-phishing solution to detect spoofed website attacks. Int. J. Inf. Sec. 23 (2) (2024)
Janani Kugarajeevan, Thanikasalam Kokul, Amirthalingam Ramanan, Subha Fernando
Optimized Information Flow for Transformer Tracking. CoRR (2024)
Janani Thangavel, Thanikasalam Kokul, Amirthalingam Ramanan, Subha Fernando
Transformers in Single Object Tracking: An Experimental Survey. CoRR (2023)
Janani Kugarajeevan, Thanikasalam Kokul, Amirthalingam Ramanan, Subha Fernando
Transformers in Single Object Tracking: An Experimental Survey. IEEE Access 11 (2023)
Pubudu Ekanayake, Subha Fernando, Ranga Rodrigo, Sanath Jayasena
AI Based Solution to Optimize the Fertilizer Composition in Hydroponics Agriculture. ICMLC (2023)
Dumindu Tissera, Rukshan Wijesinghe, Kasun Vithanage, Alex Xavier, Subha Fernando, Ranga Rodrigo
End-to-end data-dependent routing in multi-path neural networks. Neural Comput. Appl. 35 (17) (2023)
Rukshan Wijesinghe, Dumindu Tissera, Mihira Kasun Vithanage, Alex Xavier, Subha Fernando, Jayathu Samarawickrama
An Advisor-Based Architecture for a Sample-Efficient Training of Autonomous Navigation Agents with Reinforcement Learning. Robotics 12 (5) (2023)
Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo
Neural mixture models with expectation-maximization for end-to-end deep clustering. Neurocomputing 505 (2022)
Subhash Ariyadasa, Shantha Fernando, Subha Fernando
Combining Long-Term Recurrent Convolutional and Graph Convolutional Networks to Detect Phishing Sites Using URL and HTML. IEEE Access 10 (2022)
Rukshan Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama
Transferring Domain Knowledge with an Adviser in Continuous Tasks. CoRR (2021)
Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Subha Fernando, Ranga Rodrigo
End-To-End Data-Dependent Routing in Multi-Path Neural Networks. CoRR (2021)
Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo
Neural Mixture Models with Expectation-Maximization for End-to-end Deep Clustering. CoRR (2021)
Alex Xavier, Dumindu Tissera, Rukshan Wijesinghe, Kasun Vithanage, Ranga Rodrigo, Subha Fernando, Sanath Jayasena
On Large-Batch Training of Residual Networks with SignSGD. ICAAI (2021)
Moksha Thisarani, Subha Fernando
Artificial Intelligence for Futuristic Banking. ICE/ITMC (2021)
Teshan Liyanage, Subha Fernando
Optimizing robotic swarm based construction tasks. CoRR (2021)
Rukshan Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama
Transferring Domain Knowledge with an Adviser in Continuous Tasks. PAKDD (3) (2021)
Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Dumindu Tissera, Sanath Jayasena, Subha Fernando
Effect of Dialogue Structure and Memory on Language Emergence in a Multi-task Game. ICCCI (CCIS Volume) (2021)
Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Kumara Kahatapitiya, Subha Fernando, Ranga Rodrigo
Feature-Dependent Cross-Connections in Multi-Path Neural Networks. ICPR (2020)
Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Kumara Kahatapitiya, Subha Fernando, Ranga Rodrigo
Feature-dependent Cross-Connections in Multi-Path Neural Networks. CoRR (2020)
D. D. N. De Silva, H. W. M. K. Vithanage, S. A. Xavier, I. Thilini S. Piyatilake, Subha Fernando
Parameterized Wavelets for Convolutional Neural Networks. ICARSC (2020)
Subha Fernando, Damith Premasiri, Vishma Dias, Upali Kohomban, Yohan Welikala, Harsha Subasinghe
Decentralizing Decision Making Process of Simultaneous Bilateral Negotiations of Large Multiagent Systems in e-Commerce Applications Using Holonic Structures. PAAMS (Workshops) (2019)
Dumindu Tissera, Kumara Kahatapitiya, Rukshan Wijesinghe, Subha Fernando, Ranga Rodrigo
Context-Aware Multipath Networks. CoRR (2019)
Subha Fernando, Nishantha Kumarasinghe
Modeling honeybee communication using network of spiking neural networks to simulate nectar reporting behavior. Artif. Life Robotics 23 (2) (2018)
M. U. Bigumjith Dias, D. D. N. De Silva, Subha Fernando
On Optimizing Deep Convolutional Neural Networks by Evolutionary Computing. CoRR (2018)
D. D. N. De Silva, Subha Fernando, I. Thilini S. Piyatilake, A. V. S. Karunarathne
Wavelet based edge feature enhancement for convolutional neural networks. CoRR (2018)
D. D. N. De Silva, Subha Fernando, I. Thilini S. Piyatilake, A. V. S. Karunarathne
Wavelet based edge feature enhancement for convolutional neural networks. ICMV (2018)