Oriol Vinyals

E46146

Oriol Vinyals is a prominent computer scientist and machine learning researcher known for his influential work on deep learning, sequence-to-sequence models, and reinforcement learning at leading AI labs.

Jump to: Statements Referenced by

Statements (48)

Predicate Object
instanceOf artificial intelligence researcher
computer scientist
machine learning researcher
activeIn 21st century
citizenship Spain
educatedAt Polytechnic University of Catalonia
surface form: Universitat Politècnica de Catalunya

University of California, San Diego
employer Google
DeepMind
surface form: Google DeepMind
fieldOfWork artificial intelligence
computer vision
deep learning
machine learning
natural language processing
reinforcement learning
gender male
hasAcademicDegree PhD in computer science
hasHIndex high (among top ML researchers)
hasRole industry researcher
research team leader
scientific author
knownFor advances in sequence-to-sequence learning
applications of deep learning to games
contributions to large-scale neural network training
nativeLanguage Catalan
notableFor applied deep learning in games
deep learning for NLP
deep reinforcement learning
sequence-to-sequence models
notableWork AlphaStar
surface form: AlphaStar (StarCraft II agent)

Matching Networks for One Shot Learning
Neural Turing Machines (contributions)
Pointer Networks
Sequence to Sequence Learning with Neural Networks
Show and Tell: A Neural Image Caption Generator
position Principal Scientist
research lead
publicationVenue ACL
IEEE Computer Society Conference on Computer Vision and Pattern Recognition
surface form: CVPR

ICLR
ICML
NeurIPS
researchInterest few-shot learning
meta-learning
neural networks
representation learning
sequence modeling
worksAt London, England
surface form: London (DeepMind headquarters)

Referenced by (3)

Full triples — surface form annotated when it differs from this entity's canonical label.

Quoc V. Le coAuthorWith Oriol Vinyals
WaveNet introducedBy Oriol Vinyals
Google Brain notableMember Oriol Vinyals