generative models
2 episodes mention this concept
lexfridmanSep 27, 2016The Evolution, Architecture, and Impact of Convolutional Neural Networks in Computer Vision
TechnologyDeep LearningComputer VisionNeural NetworksConvolutional Neural Networks (CNNs)- lexfridmanSep 27, 2016
Foundations of Unsupervised Deep Learning: Sparse Coding, Autoencoders, and Generative Models
TechnologyUnsupervised LearningSupervised LearningDeep LearningHierarchical Representations
Knowledge Graph
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Related concepts
Concepts that appear alongside generative models across episodes.
- backpropagation
- deep learning
- supervised learning
- convolutional neural networks (cnns)
- variational autoencoders (vaes)
- feature detectors
- nonlinearities
- fully connected layer
- local connectivity
- representation learning
- generative adversarial networks (gans)
- sparse coding
- activation map
- code complexity
- image classification
- neural networks
- depth (of volume)
- max pooling
- object recognition
- dimensionality reduction