ICML "compositional generalization" Papers

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Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks

Rahul Ramesh, Ekdeep Singh Lubana, Mikail Khona et al.

ICML 2024posterarXiv:2311.12997

RoboDreamer: Learning Compositional World Models for Robot Imagination

Siyuan Zhou, Yilun Du, Jiaben Chen et al.

ICML 2024posterarXiv:2404.12377

Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model

Mikail Khona, Maya Okawa, Jan Hula et al.

ICML 2024posterarXiv:2402.07757