Vladimir Mladenovic

Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning

In unsupervised learning of image features without labels, especially on datasets with fine-grained object classes, it is often very difficult to tell if a given image belongs to one specific object class or another, even for human eyes. However, we can reliably tell if image C is more similar to im…