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Showing 1 to 1 of 1 for “"sample imbalance"”.
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Example weighting for deep representation learning
… versions: (1) ‘hard’ weighting is well-known as sample selection or mining, i.e., binary weighting; (2) ‘soft’ weighting means example differentiation using a continuous importance score. <br/><br/>In this thesis, we study how to learn more robust and discriminative representations using deep …