A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities

Yisheng Song, Ting Wang, Subrota K Mondal +1

Few-shot learning (FSL) has emerged as an effective learning method and shows great potential. Despite the recent creative works in tackling FSL tasks, learning valid information r…