2019
The Importance of Metric Learning for Robotic Vision: Open Set Recognition and Active Learning
ICRA 2019poster
State-of-the-art deep neural network recognition systems are designed for a static and closed world. It is usually assumed that the distribution at test time will be the same as the distribution during training. As a result, classifiers are forced to categorise observations into one out of a set of…