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Babak Esmaeili
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Conjugate Energy-Based Models


Jun 25, 2021
Hao Wu, Babak Esmaeili, Michael Wick, Jean-Baptiste Tristan, Jan-Willem van de Meent

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Nested Variational Inference


Jun 21, 2021
Heiko Zimmermann, Hao Wu, Babak Esmaeili, Jan-Willem van de Meent

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Evaluating Combinatorial Generalization in Variational Autoencoders


Nov 11, 2019
Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

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Structured Neural Topic Models for Reviews


Jan 02, 2019
Babak Esmaeili, Hongyi Huang, Byron C. Wallace, Jan-Willem van de Meent

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Can VAEs Generate Novel Examples?


Dec 22, 2018
Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent

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* Presented at Critiquing and Correcting Trends in Machine Learning Workshop at NeurIPS 2018 
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Structured Representations for Reviews:Aspect-Based Variational Hidden Factor Models


Dec 12, 2018
Babak Esmaeili, Hongyi Huang, Byron C. Wallace, Jan-Willem van de Meent

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Structured Disentangled Representations


May 29, 2018
Babak Esmaeili, Hao Wu, Sarthak Jain, Alican Bozkurt, N. Siddharth, Brooks Paige, Dana H. Brooks, Jennifer Dy, Jan-Willem van de Meent

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