Deep learning vs. kernel methods: Performance for emotion prediction in videos.
Yoann BaveyeEmmanuel DellandréaChristel ChamaretLiming ChenPublished in: ACII (2015)
Keyphrases
- kernel methods
- deep learning
- machine learning
- kernel function
- unsupervised learning
- feature space
- support vector
- unsupervised feature learning
- kernel matrix
- video sequences
- mental models
- weakly supervised
- support vector machine
- learning algorithm
- facial expressions
- information extraction
- decision trees
- real world
- co occurrence
- generative model
- natural language processing
- neural network
- high dimensional
- object recognition
- pattern recognition
- computer vision