Damith A. Senanayake

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Visualization Methods

Vector Quantization

Acute Coronary Syndrome

Top Venues

Publications

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 (2024)
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 (2024)
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)
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)
Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. ICCV (2023)
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 (2023)
Tamasha Malepathirana, Damith A. Senanayake, Saman K. Halgamuge
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning. CoRR (2023)
Tamasha Malepathirana, Damith A. Senanayake, Rajith Vidanaarachchi, Vini Gautam, Saman K. Halgamuge
Dimensionality reduction for visualizing high-dimensional biological data. Biosyst. 220 (2022)
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 (2022)
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)
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) (2021)
Damith A. Senanayake, Wei Wang, Shalin H. Naik, Saman K. Halgamuge
Self Organizing Nebulous Growths for Robust and Incremental Data Visualization. CoRR (2019)
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. (13) (2019)