Alex Hernández-García

Assistant Professor, DIRO, Université de Montréal
Assistant Professor, Mila, Mila - Quebec Artificial Intelligence Institute
Joined
October 2017

Names

Alex Hernández-García (Preferred)
, 
Alejandro Hernández-García
, 
A Hernández-García
, 
Alex Hernandez-Garcia

Emails

****@gmail.com (Confirmed)
, 
****@uos.de (Confirmed)
, 
****@mila.quebec (Confirmed)

Personal Links

Career & Education History

Assistant Professor
DIRO, Université de Montréal (umontreal.ca)
2025 – 2028
Assistant Professor
Mila, Mila - Quebec Artificial Intelligence Institute (mila.quebec)
2025 – 2028
Postdoc
Mila, Mila - Quebec Artificial Intelligence Institute (mila.quebec)
2020 – 2024
Postdoc
DIRO, Université de Montréal (umontreal.ca)
2020 – 2024
PhD student
Cognitive Science, University of Osnabrück (uos.de)
2016 – 2020

Advisors, Relations & Conflicts

Postdoc Advisor
David Rolnick
Present
Postdoc Advisor
Yoshua Bengio
2021 – Present
Coauthor
Tim Kietzmann
2018 – 2020
PhD Advisor
Peter König
2016 – 2020

Expertise

molecular modeling
2022 – Present
active learning
2021 – Present
gflownets
2021 – Present
materials discovery
2021 – Present
generative models
2021 – Present
deep learning
, 
regularization
, 
neural networks
, 
supervised learning
, 
semi-supervised learning
, 
data augmentation
2017 – Present
domain adaptation
2020 – 2022
vision
, 
visual perception
, 
salience
, 
saliency
, 
object recognition
2017 – 2020
computer vision
, 
image recognition
2017 – 2020

Publications

View all 69 publications

Co-Authors

View all 110 co-authors