Today’s deep learning algorithms are simply too primitive to encode the complex subjective and semantic decision-making processes that underlie many tasks without the deep manual domain adaptation more familiar to programmers of the manual coding era.
Building Better Deep Learning Requires New Approaches Not Just Bigger Data
