Research Study Assistant
CurrentExtending research on the pre-training data efficiency of three established SSL methods across three target datasets. We analyze that Contrastive Predictive Coding (CPC) is the most efficient, achieving comparable performance with just 15 minutes of sensor data compared to the entire dataset. My job is to test and find methods that require less than 15.