← Search

Jonathan Chung

2 accepted papers

2023

Augmentation Robust Self-Supervised Learning for Human Activity Recognition

ICASSP 2023accepted

Human Activity Recognition (HAR) is widely applied on wearable devices in our daily lives. However, acquiring high-quality wearable sensor data set with ground-truths is challenging due to the high cost in collecting data and necessity of domain experts. In order to achieve generalization from limit…

Cited by 0SourceScholar
2021

REPAINT: Knowledge Transfer in Deep Reinforcement Learning

ICML 2021spotlight

Accelerating learning processes for complex tasks by leveraging previously learned tasks has been one of the most challenging problems in reinforcement learning, especially when the similarity between source and target tasks is low. This work proposes REPresentation And INstance Transfer (REPAINT) a…

Cited by 32SourcePDFScholar