Learning More May Not Be Better: Knowledge Transferability in Vision and Language Tasks

Tianwei Chen, Noa Garcia, Mayu Otani +3

Is more data always better to train vision-and-language models? We study knowledge transferability in multi-modal tasks. The current tendency in machine learning is to assume that…