Toward Green and Human-Like Artificial Intelligence: A Complete Survey
on Contemporary Few-Shot Learning Approaches
Toward Green and Human-Like Artificial Intelligence: A Complete Survey
on Contemporary Few-Shot Learning Approaches
Despite deep learning's widespread success, its data-hungry and computationally expensive nature makes it impractical for many data-constrained real-world applications. Few-Shot Learning (FSL) aims to address these limitations by enabling rapid adaptation to novel learning tasks, seeing significant growth in recent years. This survey provides a comprehensive overview of the field's …