2024
Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection
ECCV 2024poster
"In incremental object detection, knowledge distillation has been proven to be an effective way to alleviate catastrophic forgetting. However, previous works focused on preserving the knowledge of old models, ignoring that images could simultaneously contain categories from past, present, and future…