Antonino Geraci

Modeling Missing Annotations for Incremental Learning in Object Detection

2022 · arXiv (Cornell University)

Despite the recent advances in the field of object detection, common architectures are still ill-suited to incrementally detect new categories over time. They are vulnerable to catastrophic forgetting: they forget what has been already learned …