Demystifying Catastrophic Forgetting in Two-Stage Incremental Object Detector

Qirui Wu, Shizhou Zhang, De Cheng +4

Catastrophic forgetting is a critical chanllenge for incremental object detection (IOD). Most existing methods treat the detector monolithically, relying on instance replay or know…