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Takashi Matsubara

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• Object-Centric World Models for Causality-Aware Reinforcement Learning
• PHyCLIP: $\ell_1$-Product of Hyperbolic Factors Unifies Hierarchy and Compositionality in Vision-Language Representation Learning