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Alex Xavier
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2020 – today
- 2023
- [j4]Dumindu Tissera, Rukshan Darshana 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): 12655-12674 (2023) - [j3]Rukshan Darshana 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): 133 (2023) - 2022
- [j2]Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo:
Neural mixture models with expectation-maximization for end-to-end deep clustering. Neurocomputing 505: 249-262 (2022) - 2021
- [c3]Alex Xavier, Dumindu Tissera, Rukshan Darshana Wijesinghe, Kasun Vithanage, Ranga Rodrigo, Subha Fernando, Sanath Jayasena:
On Large-Batch Training of Residual Networks with SignSGD. ICAAI 2021: 23-30 - [c2]Kasun Vithanage, Rukshan Darshana 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: 212-224 - [c1]Rukshan Darshana Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama:
Transferring Domain Knowledge with an Adviser in Continuous Tasks. PAKDD (3) 2021: 194-205 - [i2]Rukshan Darshana Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama:
Transferring Domain Knowledge with an Adviser in Continuous Tasks. CoRR abs/2102.08029 (2021) - [i1]Dumindu Tissera, Kasun Vithanage, Rukshan Darshana Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo:
Neural Mixture Models with Expectation-Maximization for End-to-end Deep Clustering. CoRR abs/2107.02453 (2021)
2010 – 2019
- 2018
- [j1]Vilmar Abreu, Altair Olivo Santin, Alex Xavier, Alison Lando, Adriano Witkovski, Rafael Ribeiro, Maicon Stihler, Lisandro Zambenedetti Granville, Ivan Chueiri:
A Smart Meter and Smart House Integrated to an IdM and Key-based Scheme for Providing Integral Security for a Smart Grid ICT. Mob. Networks Appl. 23(4): 967-981 (2018)
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