Search Results for author: Aryo Lotfi

Found 3 papers, 3 papers with code

Generalization on the Unseen, Logic Reasoning and Degree Curriculum

1 code implementation30 Jan 2023 Emmanuel Abbe, Samy Bengio, Aryo Lotfi, Kevin Rizk

This paper considers the learning of logical (Boolean) functions with focus on the generalization on the unseen (GOTU) setting, a strong case of out-of-distribution generalization.

Out-of-Distribution Generalization

Semi-Supervised Disentanglement of Class-Related and Class-Independent Factors in VAE

1 code implementation1 Feb 2021 Sina Hajimiri, Aryo Lotfi, Mahdieh Soleymani Baghshah

We address this problem by proposing a framework capable of disentangling class-related and class-independent factors of variation in data.

Disentanglement

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