Alex Krizhevsky
4 papers · 2010–2019 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (16)
🧭
Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Computer Vision
(2)
Architectures
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Analysis
(1)
Application Areas · Deep Learning
(1)
Application Areas · Machine Learning
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
deep neural network
(2)
feature learning
(2)
image classification
(1)
stochastic gradient descent
(1)
imitation learning
(1)
computer vision
(1)
object recognition
(1)
autonomous driving
(1)
deep learning
(1)
behavior cloning
(1)
natural images
(1)
covariance structure
(1)
image recognition
(1)
gpu implementation
(1)
neural network regularization
(1)
restricted boltzmann machine
(1)
convolutional neural network
(1)
deep convolutional neural network
(1)
perturbation learning
(1)
deep belief network
(1)
Papers
ChauffeurNet: Learning to Drive by Imitating the Best and Synthesizing the Worst
RSS 2019
Dropout: A Simple Way to Prevent Neural Networks from Overfitting
JMLR 2014
ImageNet Classification with Deep Convolutional Neural Networks
NeurIPS 2012
Factored 3-Way Restricted Boltzmann Machines For Modeling Natural Images
AISTATS 2010