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A Comprehensive Survey of Few-shot Learning: Evolution, Applications . . . In this context, we extensively investigated 200+ latest papers on FSL published in the past three years, aiming to present a timely and comprehensive overview of the most recent advances in FSL along with impartial comparisons of the strengths and weaknesses of the existing works
A Comprehensive Survey of Few-shot Learning: Evolution, Applications . . . In this context, we extensively investigated 200+ latest papers on FSL published in the past three years, aiming to present a timely and comprehensive overview of the most recent advances in FSL along with impartial comparisons of strengths and weaknesses of the existing works
A Comprehensive Survey of Few-shot Learn. . . In this context, we extensively investigated 200+ latest papers on FSL published in the past three years, aiming to present a timely and comprehensive overview of the most recent advances in FSL along with impartial comparisons of the strengths and weaknesses of the existing works
arXiv. org e-Print archive This survey explores the evolution, applications, and challenges of few-shot learning, providing a comprehensive overview for researchers and practitioners
A Comprehensive Survey of Few-shot Learning: Evolution, Applications . . . This paper aims to provide a comprehensive and systematic review of FSCIL, encompassing the problem definition, the discussion of the primary challenges of unreliable empirical risk minimization and the stability-plasticity dilemma, general schemes, and relevant problems of IL and Few-shot Learning (FSL)