Tianxue Ma

Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection

"Few-shot object detection is based on the base set with abundant labeled samples to detect novel categories with scarce samples. The majority of former solutions are mainly based on meta-learning or transfer-learning, neglecting the fact that images from the base set might contain unlabeled novel-c…