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Reasoning
ServiceNow AI Research
Reasoning
OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning
Imagination is a crucial aspect of human intelligence that enables us to combine concepts in novel ways and make sense of new …
Rim Assouel
,
Pau Rodriguez
,
Perouz Taslakian
,
David Vazquez
,
Yoshua Bengio
Workshop at the International Conference on Machine Learning (ICML), 2023.
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Knowledge Hypergraph Embedding Meets Relational Algebra
Embedding-based methods for reasoning in knowledge hypergraphs learn a representation for each entity and relation. Current methods do …
Bahare Fatemi
,
Perouz Taslakian
,
David Vazquez
,
David Poole
Journal of Machine Learning Research (JMLR), 2023.
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Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests
Different types of mental rotation tests have been used extensively in psychology to understand human visual reasoning and perception. …
Christopher Beckham
,
Martin Weiss
,
Florian Golemo
,
Sina Honari
,
Derek Nowrouzezahrai
,
Christopher Pal
Pattern Recognition (PR), 2022.
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