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ORCIDDamith A. Senanayake
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2020 – today
- 2024
[c4]Haihang Wu, Wei Wang, Tamasha Malepathirana, Damith A. Senanayake, Denny Oetomo, Saman K. Halgamuge:
When to Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks. AAAI 2024: 5994-6002- [c3]Nisal Ranasinghe, Damith A. Senanayake, Sachith Seneviratne, Malin Premaratne, Saman K. Halgamuge:
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations. AAAI 2024: 14776-14784 - [i6]Haihang Wu, Wei Wang, Tamasha Malepathirana
, Damith A. Senanayake, Denny Oetomo, Saman K. Halgamuge:
When To Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks. CoRR abs/2401.03104 (2024) - [i5]Maneesha Perera, Julian de Hoog, Kasun Bandara, Damith A. Senanayake, Saman K. Halgamuge:
Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data. CoRR abs/2403.01653 (2024) - 2023
- [c2]Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge:
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. ICCV 2023: 11640-11650 - [i4]Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge:
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. CoRR abs/2308.09297 (2023) - [i3]Nisal Ranasinghe, Damith A. Senanayake, Sachith Seneviratne, Malin Premaratne, Saman K. Halgamuge:
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations. CoRR abs/2312.10913 (2023) - 2022
- [j3]Tamasha Malepathirana, Damith A. Senanayake, Rajith Vidanaarachchi, Vini Gautam, Saman K. Halgamuge:
Dimensionality reduction for visualizing high-dimensional biological data. Biosyst. 220: 104749 (2022) - [i2]Sachith Seneviratne, Damith A. Senanayake, Sanka Rasnayaka, Rajith Vidanaarachchi, Jason Thompson:
DALLE-URBAN: Capturing the urban design expertise of large text to image transformers. CoRR abs/2208.04139 (2022) - 2021
- [j2]Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge:
Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4588-4602 (2021) - [c1]Tamasha Malepathirana, Damith A. Senanayake, Vini Gautam, Saman K. Halgamuge:
Robustness of Visualization Methods in Preserving the Continuous and Discrete Latent Structures of High-Dimensional Single-Cell Data. CIBCB 2021: 1-9 - 2020
- [b1]Damith A. Senanayake:
Exploratory Analysis of Highly Dimensional Data: Parametric Methods for Dimensionality Reduction, Visualization and Feature Extraction with Applications in Computational Biology. University of Melbourne, Parkville, Victoria, Australia, 2020
2010 – 2019
- 2019
- [j1]Duleepa Jayasundara, Damayanthi Herath, Damith A. Senanayake, Isaam Saeed, Cheng-Yu Yang, Yuan Sun, Bill C. Chang, Sen-Lin Tang, Saman K. Halgamuge:
ENVirT: inference of ecological characteristics of viruses from metagenomic data. BMC Bioinform. 19-S(13): 377:1-377:12 (2019) - [i1]Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge:
Self Organizing Nebulous Growths for Robust and Incremental Data Visualization. CoRR abs/1912.04896 (2019)
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