Alert button
Picture for Babak Esmaeili

Babak Esmaeili

Alert button

Variational Stochastic Gradient Descent for Deep Neural Networks

Add code
Bookmark button
Alert button
Apr 09, 2024
Haotian Chen, Anna Kuzina, Babak Esmaeili, Jakub M Tomczak

Viaarxiv icon

Topological Obstructions and How to Avoid Them

Add code
Bookmark button
Alert button
Dec 12, 2023
Babak Esmaeili, Robin Walters, Heiko Zimmermann, Jan-Willem van de Meent

Figure 1 for Topological Obstructions and How to Avoid Them
Figure 2 for Topological Obstructions and How to Avoid Them
Figure 3 for Topological Obstructions and How to Avoid Them
Figure 4 for Topological Obstructions and How to Avoid Them
Viaarxiv icon

Conjugate Energy-Based Models

Add code
Bookmark button
Alert button
Jun 25, 2021
Hao Wu, Babak Esmaeili, Michael Wick, Jean-Baptiste Tristan, Jan-Willem van de Meent

Figure 1 for Conjugate Energy-Based Models
Figure 2 for Conjugate Energy-Based Models
Figure 3 for Conjugate Energy-Based Models
Figure 4 for Conjugate Energy-Based Models
Viaarxiv icon

Nested Variational Inference

Add code
Bookmark button
Alert button
Jun 21, 2021
Heiko Zimmermann, Hao Wu, Babak Esmaeili, Jan-Willem van de Meent

Figure 1 for Nested Variational Inference
Figure 2 for Nested Variational Inference
Figure 3 for Nested Variational Inference
Figure 4 for Nested Variational Inference
Viaarxiv icon

Evaluating Combinatorial Generalization in Variational Autoencoders

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

Figure 1 for Evaluating Combinatorial Generalization in Variational Autoencoders
Figure 2 for Evaluating Combinatorial Generalization in Variational Autoencoders
Figure 3 for Evaluating Combinatorial Generalization in Variational Autoencoders
Figure 4 for Evaluating Combinatorial Generalization in Variational Autoencoders
Viaarxiv icon

Structured Neural Topic Models for Reviews

Add code
Bookmark button
Alert button
Jan 02, 2019
Babak Esmaeili, Hongyi Huang, Byron C. Wallace, Jan-Willem van de Meent

Figure 1 for Structured Neural Topic Models for Reviews
Figure 2 for Structured Neural Topic Models for Reviews
Figure 3 for Structured Neural Topic Models for Reviews
Figure 4 for Structured Neural Topic Models for Reviews
Viaarxiv icon

Can VAEs Generate Novel Examples?

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

Figure 1 for Can VAEs Generate Novel Examples?
Figure 2 for Can VAEs Generate Novel Examples?
Figure 3 for Can VAEs Generate Novel Examples?
Viaarxiv icon

Structured Disentangled Representations

Add code
Bookmark button
Alert button
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

Figure 1 for Structured Disentangled Representations
Figure 2 for Structured Disentangled Representations
Figure 3 for Structured Disentangled Representations
Figure 4 for Structured Disentangled Representations
Viaarxiv icon