Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild

Xuefeng Du, Xin Wang, Gabriel Gozum +1

Building reliable object detectors that can detect out-of-distribution (OOD) objects is critical yet underexplored. One of the key challenges is that models lack supervision signal…