Enabling Compositional Generalization of AI Systems

A vital aspect of human intelligence is the ability to compose increasingly complex concepts out of simpler ideas, enabling both rapid learning and adaptation of knowledge. Despite their impressive performance, current AI systems fall short in this area and are often unable to solve tasks that fall...

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Bibliographic Details
Main Author: Li, Shuang
Other Authors: Torralba, Antonio
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/152678
https://orcid.org/0000-0002-7276-5032