Zero

Thatis,analogousto the zero-shot classification scenario, we nowadvance toannotate novelattributes foradataset via utilizing the knowledge from a few types of seen/given manual attributes, as illustrated in Figure 1. Specifically, we take the well-known CUB dataset [35] as our main test-bed and have a deep investigationonitsattributes.