Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations

Yuli Slavutsky, Yuval Benjamini

Zero-shot learning methods typically assume that the new, unseen classes encountered during deployment come from the same distribution as the the classes in the training set. Howev…