EUGENE LEE

4th year PhD student in Electronics Engineering at National Chiao Tung University, advised by Dr. Chen-Yi Lee. Focusing in machine learning approaches suited for self-supervised or autonomous learning. Works mainly on causal learning, meta-learning, self-supervised learning and neural architecture search. Interested in how the brain works and its connection to existing machine learning algorithms... Incorporates self-supervised learning and meta-learning techniques to enable deep models to learn autonomously. Takes learning efficiency and biological plausibility into account during formulation... Commonly used methodology in heart rate estimation requires close contact with the human skin, e.g. electrocardiogram and photoplethysmogram. This project uses a video camera to capture the face of a subject as a signal source for heart rate estimation, hence heart rate estimation can be done remotely.