Generalizing from a Few Examples: A Survey on Few-Shot Learning

Yaqing Wang, Quanming Yao, James Kwok +1

Machine learning has been highly successful in data-intensive applications but is often hampered when the data set is small. Recently, Few-Shot Learning (FSL) is proposed to tackle…