Episodic fine-tuning prototypical networks for optimization-based few-shot learning: Application to audio classification

Xuanyu Zhuang, Geoffroy Peeters, Gaël Richard

The Prototypical Network (ProtoNet) has emerged as a popular choice in Few-shot Learning (FSL) scenarios due to its remarkable performance and straightforward implementation. Build…