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papers

Publications (8)

Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data

Maneesha Perera, Julian De Hoog, Kasun Bandara +2

NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning

Tamasha Malepathirana, Damith Senanayake, Saman Halgamuge

Self Organizing Nebulous Growths for Robust and Incremental Data Visualization

Damith Senanayake, Wei Wang, Shalin H. Naik +1

DALLE-URBAN: Capturing the urban design expertise of large text to image transformers

Sachith Seneviratne, Damith Senanayake, Sanka Rasnayaka +2

Graph-Eq: Discovering Mathematical Equations using Graph Generative Models

Nisal Ranasinghe, Damith Senanayake, Saman Halgamuge

GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations

Nisal Ranasinghe, Damith Senanayake, Sachith Seneviratne +2

Arch-VQ: Discrete Architecture Representation Learning with Autoregressive Priors

Deshani Geethika Poddenige, Sachith Seneviratne, Asela Hevapathige +4

When To Grow? A Fitting Risk-Aware Policy for Layer Growing in Deep Neural Networks

Haihang Wu, Wei Wang, Tamasha Malepathirana +3