Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models

Zhiqiu Lin, Samuel Yu, Zhiyi Kuang +2

The ability to quickly learn a new task with minimal instruction - known as few-shot learning - is a central aspect of intelligent agents. Classical few-shot benchmarks make use of…