Wasserstein Distance-based Expansion of Low-Density Latent Regions for Unknown Class Detection

Prakash Mallick, Feras Dayoub, Jamie Sherrah

This paper addresses the significant challenge in open-set object detection (OSOD): the tendency of state-of-the-art detectors to erroneously classify unknown objects as known cate…