Daniel T. Chang

Concept-Oriented Deep Learning

2018 · arXiv (Cornell University)

Concepts are the foundation of human deep learning, understanding, and knowledge integration and transfer. We propose concept-oriented deep learning (CODL) which extends (machine) deep learning with concept representations and conceptual understanding capability. CODL addresses some …