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Discriminative and Consistent Representation Distillation

Giakoumoglou, Nikos et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Knowledge Distillation (KD) transfers knowledge from a large teacher to a smaller student model. While contrastive objectives have proven effective for learning structured representations in self-supervised settings, their use in distillation is hindered by two practical shortcomings: the reliance o
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