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01/26/2023
Inspecting class hierarchies in classification-based metric learning models
Most classification models treat all misclassifications equally. However...
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01/21/2022
Distance-Ratio-Based Formulation for Metric Learning
In metric learning, the goal is to learn an embedding so that data point...
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05/06/2020
Proper measure for adversarial robustness
This paper analyzes the problems of standard adversarial accuracy and st...
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09/25/2019