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Article

Decomposing dynamical subprocesses for compositional generalization

2023-10-12

Abstract excerpt

<title>Abstract</title> <p>Our experiences of the world usually reflect the interaction of multiple dynamical subprocesses. For example, clothes' appearance follows a complicated trajectory that is composed of factors such as becoming dirtier with wear and the colors fading slowly over time. In principle, decomposing these subprocesses can enhance learning efficiency, reduce memory requirements, and facilitate co...

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Literature Corpus work
2d592ea9-70d6-5c07-89eb-5b519a6d0afe
DOI
10.21203/rs.3.rs-3358736/v1
Open publication

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Decomposing dynamical subprocesses for compositional generalizationDOI 10.21203/rs.3.rs-3358736/v1
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