Alex Krizhevsky
(6 articles)
Image Recognition
Ability of AI to identify objects, places, people, writing, and actions in images.
Generality: 854
AlexNet
Deep convolutional neural network that significantly advanced the field of computer vision by winning the ImageNet Large Scale Visual Recognition Challenge in 2012.
Generality: 610
Data Augmentation
Techniques used to increase the size and improve the quality of training datasets for machine learning models without collecting new data.
Generality: 830
Synthetic Data Generation
Creating artificial data programmatically, often used to train ML models where real data is scarce, sensitive, or biased.
Generality: 795
Point-wise Feedforward Network
Neural network layer that applies a series of linear and non-linear transformations to each position (or
Generality: 625
Scaling Hypothesis
Enlarging model size, data, and computational resources can consistently improve task performance up to very large scales.
Generality: 765