Proposes a color-perception-inspired meta-learning framework with channel interaction and a knowledge-distillation meta-distiller that reports strong results on eleven few-shot benchmarks.
Instance-based max-margin for practical few-shot recognition
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Color as the Impetus: Transforming Few-Shot Learner
Proposes a color-perception-inspired meta-learning framework with channel interaction and a knowledge-distillation meta-distiller that reports strong results on eleven few-shot benchmarks.