Towards Accurate Generative Models of Video: A New Metric & Challenges.
Thomas UnterthinerSjoerd van SteenkisteKarol KurachRaphaël MarinierMarcin MichalskiSylvain GellyPublished in: CoRR (2018)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- em algorithm
- generative and discriminative models
- semi supervised
- hierarchical hidden markov models
- discriminative models
- video data
- video sequences
- conditional random fields
- dynamic textures
- prior knowledge
- topic models
- maximum entropy principle
- discriminative learning framework
- distance metric
- representational power
- deep belief networks
- latent variables
- metric learning
- semi supervised learning
- information extraction
- active learning
- object recognition