Zero-Shot Learning with Knowledge Enhanced Visual Semantic Embeddings

Karan Sikka, Jihua Huang, Andrew Silberfarb +6

We improve zero-shot learning (ZSL) by incorporating common-sense knowledge in DNNs. We propose Common-Sense based Neuro-Symbolic Loss (CSNL) that formulates prior knowledge as nov…