Episodic Fine-Tuning Prototypical Networks for Optimization-Based Few-Shot Learning: Application to Audio Classification. - Xuanyu Zhuang; Geoffroy Peeters; Gaël Richard (MLSP, 2024)

Episode-specific Fine-tuning for Metric-based Few-shot Learners with Optimization-based Training. - Xuanyu Zhuang; Geoffroy Peeters; Gaël Richard (CoRR, 2025)