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