Feras Dayoub

Class Anchor Clustering: A Loss for Distance-based Open Set Recognition

2021

In open set recognition, deep neural networks encounter object classes that were unknown during training. Existing open set classifiers distinguish between known and unknown classes by measuring distance in a network's logit space, assuming that …