Adapted Deep Embeddings: A Synthesis of Methods for $k$-Shot Inductive Transfer Learning

Tyler R. Scott, Karl Ridgeway, Michael C. Mozer

The focus in machine learning has branched beyond training classifiers on a single task to investigating how previously acquired knowledge in a source domain can be leveraged to fa…