CASA: Class-Agnostic Shared Attributes in Vision-Language Models for Efficient Incremental Object Detection

Mingyi Guo, Yuyang Liu, Zhiyuan Yan +3

Incremental object detection is fundamentally challenged by catastrophic forgetting. A major factor contributing to this issue is background shift, where background categories in s…