CLAREL: Classification via retrieval loss for zero-shot learning

摘要

We address the problem of learning cross-modal representations. We propose an instance-based deep metric learning approach in joint visual and textual space. The key novelty of this paper is that it shows that using per-image semantic supervision leads to