Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection

Gaurav Bhatt, James Ross, Leonid Sigal

Modern pre-trained architectures struggle to retain previous information while undergoing continuous fine-tuning on new tasks. Despite notable progress in continual classification,…