Search Results for author: Anne Hee Hiong Ngu

Found 2 papers, 2 papers with code

TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation

1 code implementation • 28 Jun 2022 • Xiaomin Li, Anne Hee Hiong Ngu, Vangelis Metsis

For time-series data, the suite of data augmentation strategies we can use to expand the size of the dataset is limited by the need to maintain the basic properties of the signal.

Data Augmentation Time Series +1

Paper
Code

TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

2 code implementations • 6 Feb 2022 • Xiaomin Li, Vangelis Metsis, Huangyingrui Wang, Anne Hee Hiong Ngu

For time-series, the suite of data augmentation tricks we can use to expand the size of the dataset is limited by the need to maintain the basic properties of the signal.

Data Augmentation Dimensionality Reduction +3

223

Paper
Code

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