Geoffrey E. Hinton

University of Toronto — Canada

Computer Science · Physical Sciences

137h-index442.4kcitations380works38.52yr avg
OpenAlex↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Neural Networks and Applications(123), Generative Adversarial Networks and Image Synthesis(78), Music and Audio Processing(44), Domain Adaptation and Few-Shot Learning(38), Topic Modeling(30)

Publications380 total

International AI Safety Report 2025: Second Key Update: Technical Safeguards and Risk Management
SuperIntelligence - Robotics - Safety & Alignment·2025
International AI Safety Report 2025: Second Key Update: Technical Safeguards and Risk Management
ArXiv.org·2025Open Access
International Al Safety Report: First Key Update Capabilities and Risk Implications
SuperIntelligence - Robotics - Safety & Alignment·2025Open Access
International AI Safety Report 2025: First Key Update: Capabilities and Risk Implications
arXiv (Cornell University)·2025· 1 citedOpen Access
International AI Safety Report
arXiv (Cornell University)·2025· 9 citedOpen Access
Managing extreme AI risks amid rapid progress
Science·2024· 221 cited
CIFAR-10 & CIFAR-100
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
CIFAR-10 & CIFAR-100
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Managing extreme AI risks amid rapid progress
arXiv (Cornell University)·2023· 27 citedOpen Access
A Generalist Framework for Panoptic Segmentation of Images and Videos
2023· 83 cited
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
Nature Biomedical Engineering·2023· 210 cited
The Forward-Forward Algorithm: Some Preliminary Investigations
arXiv (Cornell University)·2022· 117 citedOpen Access
How to Represent Part-Whole Hierarchies in a Neural Network
Neural Computation·2022· 144 cited
Meta-Learning Fast Weight Language Models
arXiv (Cornell University)·2022Open Access
Testing GLOM's ability to infer wholes from ambiguous parts
arXiv (Cornell University)·2022· 1 citedOpen Access
Gaussian-Bernoulli RBMs Without Tears
arXiv (Cornell University)·2022· 8 citedOpen Access
A Generalist Framework for Panoptic Segmentation of Images and Videos
arXiv (Cornell University)·2022· 10 citedOpen Access
Scaling Forward Gradient With Local Losses
arXiv (Cornell University)·2022· 12 citedOpen Access
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning
arXiv (Cornell University)·2022· 79 citedOpen Access
A Unified Sequence Interface for Vision Tasks
arXiv (Cornell University)·2022· 49 citedOpen Access
page 1 of 19Next →

Frequent Co-authors

Ruslan Salakhutdinov(7), Ilya Sutskever(5), George E. Dahl(5), Alex Krizhevsky(4), Abdelrahman Mohamed(4), Li Deng(3), Tara N. Sainath(3), Brian Kingsbury(3), Radford M. Neal(3), Sam T. Roweis(3), Nitish Srivastava(2), David E. Rumelhart(2), Ronald J. Williams(2), Dong Yu(2), Navdeep Jaitly(2), Andrew Senior(2), Vincent Vanhoucke(2), Patrick Nguyen(2), James Martens(2), David H. Ackley(2)