Hierarchical Disentangled Representations. - Babak Esmaeili 001; Hao Wu 020; Sarthak Jain; N. Siddharth 001; Brooks Paige; Jan-Willem van de Meent (CoRR, 2018)

Structured Representations for Reviews: Aspect-Based Variational Hidden Factor Models. - Babak Esmaeili 001; Hongyi Huang; Byron C. Wallace; Jan-Willem van de Meent (CoRR, 2018)

Can VAEs Generate Novel Examples? - Alican Bozkurt; Babak Esmaeili 001; Dana H. Brooks; Jennifer G. Dy; Jan-Willem van de Meent (CoRR, 2018)

Structured Disentangled Representations. - Babak Esmaeili 001; Hao Wu 020; Sarthak Jain; Alican Bozkurt; N. Siddharth 001; Brooks Paige; Dana H. Brooks; Jennifer G. Dy; Jan-Willem van de Meent (AISTATS, 2019)

Structured Neural Topic Models for Reviews. - Babak Esmaeili 001; Hongyi Huang; Byron C. Wallace; Jan-Willem van de Meent (AISTATS, 2019)

Evaluating Combinatorial Generalization in Variational Autoencoders. - Alican Bozkurt; Babak Esmaeili 001; Dana H. Brooks; Jennifer G. Dy; Jan-Willem van de Meent (CoRR, 2019)

Rate-Regularization and Generalization in Variational Autoencoders. - Alican Bozkurt; Babak Esmaeili 001; Jean-Baptiste Tristan; Dana H. Brooks; Jennifer G. Dy; Jan-Willem van de Meent (AISTATS, 2021)

Conjugate Energy-Based Models. - Hao Wu 020; Babak Esmaeili 001; Michael L. Wick; Jean-Baptiste Tristan; Jan-Willem van de Meent (ICML, 2021)

Nested Variational Inference. - Heiko Zimmermann; Hao Wu 020; Babak Esmaeili 001; Jan-Willem van de Meent (NeurIPS, 2021)

Topological Obstructions and How to Avoid Them. - Babak Esmaeili 001; Robin Walters 001; Heiko Zimmermann; Jan-Willem van de Meent (NeurIPS, 2023)