Yihang She

Fast Hierarchical Learning for Few-Shot Object Detection

2022 · arXiv (Cornell University)

Transfer learning based approaches have recently achieved promising results on the few-shot detection task. These approaches however suffer from ``catastrophic forgetting'' issue due to finetuning of base detector, leading to sub-optimal performance on the base …