Gaurav Bhatt*

Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection

"Modern pre-trained architectures struggle to retain previous information while undergoing continuous fine-tuning on new tasks. Despite notable progress in continual classification, systems designed for complex vision tasks such as detection or segmentation still struggle to attain satisfactory perf…