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MIC: Mining Interclass Characteristics for Improved Metric Learning

MIC: Mining Interclass Characteristics for Improved Metric Learning

Metric learning seeks to embed images of objects such that class-defined relations are captured by the embedding space. However, variability in images is not just due to different depicted object classes, but also depends on other latent characteristics such as viewpoint or illumination. In addition to these structured properties, random …