Index-Aligned Query Distillation for Transformer-based Incremental Object Detection

Mingxiao Ma, Shunyao Zhu, Guoliang Kang

Incremental object detection (IOD) aims to continuously expand the capability of a model to detect novel categories while preserving its performance on previously learned ones. Whe…