Multi-level Similarity Learning for Low-Shot Recognition

no code implementations • 13 Dec 2019 • Hongwei Xv, Xin Sun, Junyu Dong, Shu Zhang, Qiong Li

Low-shot learning indicates the ability to recognize unseen objects based on very limited labeled training samples, which simulates human visual intelligence.

Few-shot Learning for Domain-specific Fine-grained Image Classification

no code implementations • 23 Jul 2019 • Xin Sun, Hongwei Xv, Junyu Dong, Qiong Li, Changrui Chen

Learning to recognize novel visual categories from a few examples is a challenging task for machines in real-world industrial applications.

Classification Few-Shot Learning +2