Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models Zhiqiu Lin* Samuel Yu* Zhiyi Kuang Deepak Pathak Carnegie Mellon University {zhiqiul,samuelyu,zkuang,dpathak,deva}@cs.cmu.edu Deva Ramanan Abstract The ability to quickly learn...