Neighborhood Sensitive Mapping for Zero-Shot Classification using Independently Learned Semantic Embeddings

Gaurav Singh, Fabrizio Silvestri, John Shawe-Taylor

In a traditional setting, classifiers are trained to approximate a target function $f:X\to Y$ where at least a sample for each $y\in Y$ is presented to the training algor…