Weilin Zhang

Hallucination Improves Few-Shot Object Detection

Learning to detect novel objects with a few instances is challenging. A particularly challenging but practical regime is the extremely-low-shot regime (less than three training examples). One critical factor in improving few-shot detection is to handle the lack of variation in training data. The cla…