Currently, Human Activity Recognition (HAR) applications need a large volume of data to be able to generalize to new users and environments. However, the availability of labeled data is usually ...

Data augmentation techniques, which artificially expand the size and diversity of datasets, offer a promising solution to this problem. This study comprehensively reviews data augmentation techniques ...

Efficient-Dataset-Condensation Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization", published at ICML'22 Abstract The great success of machine ...