Object-centric models handle novel combinations of object properties when all local features are present, and can even extrapolate to unseen shapes on the Pentomino dataset.
Aspects of the Theory of Syntax, volume 11
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Successes and Limitations of Object-centric Models at Compositional Generalisation
Object-centric models handle novel combinations of object properties when all local features are present, and can even extrapolate to unseen shapes on the Pentomino dataset.