Out-of-distribution Few-shot Learning For Edge Devices without Model Fine-tuning

Xinyun Zhang, Lanqing Hong

Few-shot learning (FSL) via customization of a deep learning network with limited data has emerged as a promising technique to achieve personalized user experiences on edge devices…