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Amin Mansouri

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On Provable Length and Compositional Generalization

Feb 24, 2024
Kartik Ahuja, Amin Mansouri

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Symbolic Autoencoding for Self-Supervised Sequence Learning

Feb 16, 2024
Mohammad Hossein Amani, Nicolas Mario Baldwin, Amin Mansouri, Martin Josifoski, Maxime Peyrard, Robert West

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Object-centric architectures enable efficient causal representation learning

Oct 29, 2023
Amin Mansouri, Jason Hartford, Yan Zhang, Yoshua Bengio

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Multi-Domain Causal Representation Learning via Weak Distributional Invariances

Oct 09, 2023
Kartik Ahuja, Amin Mansouri, Yixin Wang

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Reusable Slotwise Mechanisms

Feb 21, 2023
Trang Nguyen, Amin Mansouri, Kanika Madan, Khuong Nguyen, Kartik Ahuja, Dianbo Liu, Yoshua Bengio

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