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.
Infinite use of finite means? evaluating the generalization of center embedding learned from an artificial grammar
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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.