A Comprehensive Survey of Challenges and Opportunities of Few-Shot Learning Across Multiple Domains

Andrea Gajic, Sudip Vhaduri

In a world where new domains are constantly discovered and machine learning (ML) is applied to automate new tasks every day, challenges arise with the number of samples available t…