Human-Guided Complexity-Controlled Abstractions

Andi Peng, Mycal Tucker, Eoin Kenny +3

Neural networks often learn task-specific latent representations that fail to generalize to novel settings or tasks. Conversely, humans learn discrete representations (i.e., concep…