Babak Esmaeili

13 papers A* 3A 3Journal 7
YearRankTypeTitle / Venue / Authors
2023 A* conf
Topological Obstructions and How to Avoid Them.
NeurIPS
Babak Esmaeili, Robin Walters, Heiko Zimmermann, Jan-Willem van de Meent
2023 J jnl
Topological Obstructions and How to Avoid Them.
CoRR
Babak Esmaeili, Robin Walters, Heiko Zimmermann, Jan-Willem van de Meent
2021 A* conf
Conjugate Energy-Based Models.
ICML
Hao Wu, Babak Esmaeili, Michael L. Wick, Jean-Baptiste Tristan, Jan-Willem van de Meent
2021 J jnl
Conjugate Energy-Based Models.
CoRR
Hao Wu, Babak Esmaeili, Michael L. Wick, Jean-Baptiste Tristan, Jan-Willem van de Meent
2021 A* conf
Nested Variational Inference.
NeurIPS
Heiko Zimmermann, Hao Wu, Babak Esmaeili, Jan-Willem van de Meent
2021 J jnl
Nested Variational Inference.
CoRR
Heiko Zimmermann, Hao Wu, Babak Esmaeili, Jan-Willem van de Meent
2021 A conf
Rate-Regularization and Generalization in Variational Autoencoders.
AISTATS
Alican Bozkurt, Babak Esmaeili, Jean-Baptiste Tristan, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent
2019 J jnl
Evaluating Combinatorial Generalization in Variational Autoencoders.
CoRR
Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent
2019 A conf
Structured Disentangled Representations.
AISTATS
Babak Esmaeili, Hao Wu, Sarthak Jain, Alican Bozkurt, N. Siddharth, Brooks Paige, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent
2019 A conf
Structured Neural Topic Models for Reviews.
AISTATS
Babak Esmaeili, Hongyi Huang, Byron C. Wallace, Jan-Willem van de Meent
2018 J jnl
Can VAEs Generate Novel Examples?
CoRR
Alican Bozkurt, Babak Esmaeili, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent
2018 J jnl
Hierarchical Disentangled Representations.
CoRR
Babak Esmaeili, Hao Wu, Sarthak Jain, N. Siddharth, Brooks Paige, Jan-Willem van de Meent
2018 J jnl
Structured Representations for Reviews: Aspect-Based Variational Hidden Factor Models.
CoRR
Babak Esmaeili, Hongyi Huang, Byron C. Wallace, Jan-Willem van de Meent