Yan Ren*

Adaptive Multi-task Learning for Few-shot Object Detection

"The majority of few-shot object detection methods use a shared feature map for both classification and localization, despite the conflicting requirements of these two tasks. Localization needs scale and positional sensitive features, whereas classification requires features that are robust to scale…