Temporal and Object Quantification Networks

<jats:p>We present Temporal and Object Quantification Networks (TOQ-Nets), a new class of neuro-symbolic networks with a structural bias that enables them to learn to recognize complex relational-temporal events. This is done by including reasoning layers that implement finite-domain quantific...

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Bibliographic Details
Main Authors: Mao, Jiayuan (Author), Luo, Zhezheng (Author), Gan, Chuang (Author), Tenenbaum, Joshua B (Author), Wu, Jiajun (Author), Kaelbling, Leslie Pack (Author), Ullman, Tomer D (Author)
Format: Article
Language:English
Published: International Joint Conferences on Artificial Intelligence, 2022-07-15T17:22:16Z.
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Online Access:Get fulltext

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