|
gptkbp:instance_of
|
gptkb:Person
|
|
gptkbp:active_years
|
2010-present
|
|
gptkbp:affiliation
|
gptkb:University_of_Montreal
|
|
gptkbp:author
|
gptkb:Yoshua_Bengio
gptkb:Ian_Goodfellow
|
|
gptkbp:award
|
Best Paper Award
|
|
gptkbp:collaborated_with
|
gptkb:Sergey_Levine
gptkb:Pieter_Abbeel
Trevor Darrell
|
|
gptkbp:conference
|
gptkb:Neur_IPS
gptkb:CVPR
gptkb:ICML
|
|
gptkbp:contribution
|
gptkb:Deep_Reinforcement_Learning
gptkb:Generative_Adversarial_Networks
gptkb:Computer_Vision
gptkb:Natural_Language_Processing
gptkb:AI_for_Social_Good
gptkb:Model
gptkb:neural_networks
gptkb:stage_adaptation
gptkb:machine_learning
gptkb:AI_technology
gptkb:Variational_Autoencoders
Bayesian Inference
Feature Learning
Semi-Supervised Learning
Unsupervised Learning
Data Augmentation
Optimization Techniques
Adversarial Training
Statistical Learning Theory
Ethics in AI
AI for Healthcare
Model Compression
AI for Education
AI for Finance
AI for Robotics
AI for Autonomous Systems
|
|
gptkbp:education
|
Ph D in Computer Science
|
|
gptkbp:field
|
gptkb:Artificial_Intelligence
|
|
gptkbp:gender
|
gptkb:Male
|
|
gptkbp:has_research_focus
|
MILA
|
|
gptkbp:hometown
|
gptkb:Montreal
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
Aaron Courville
|
|
gptkbp:influenced_by
|
gptkb:Yoshua_Bengio
gptkb:David_Rumelhart
gptkb:Geoffrey_R._Hinton
|
|
gptkbp:known_for
|
gptkb:Deep_Learning
|
|
gptkbp:language
|
English
|
|
gptkbp:nationality
|
gptkb:Canadian
|
|
gptkbp:occupation
|
gptkb:Computer_Scientist
|
|
gptkbp:published_work
|
gptkb:Deep_Learning_Book
|
|
gptkbp:research_interest
|
gptkb:machine_learning
Probabilistic Models
Representation Learning
|
|
gptkbp:supervised_student
|
gptkb:Hugo_Larochelle
gptkb:Yoshua_Bengio
gptkb:Léon_Bottou
|
|
gptkbp:title
|
Learning Representations by Maximizing Mutual Information
|
|
gptkbp:website
|
aaroncourville.com
|
|
gptkbp:bfsParent
|
gptkb:Yoshua_Bengio
gptkb:Ian_Goodfellow
gptkb:machine_learning
|
|
gptkbp:bfsLayer
|
3
|