Search Results for author: Atik Faysal

Found 3 papers, 2 papers with code

Meta-Tasks: An alternative view on Meta-Learning Regularization

no code implementations27 Feb 2024 Mohammad Rostami, Atik Faysal, Huaxia Wang, Avimanyu Sahoo, Ryan Antle

The ability to generalize effectively on both novel and training tasks is a significant barrier to FSL.

Few-Shot Learning

Ensemble Augmentation for Deep Neural Networks Using 1-D Time Series Vibration Data

1 code implementation6 Aug 2021 Atik Faysal, Ngui Wai Keng, M. H. Lim

So, many forms of data augmentation techniques are applied to the classifiers to compensate for the lack of training samples.

Data Augmentation Generative Adversarial Network +3

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