Deep Temporal Deaggregation: Large-Scale Spatio-Temporal Generative Models.
David BergströmMattias TigerFredrik HeintzPublished in: CoRR (2024)
Keyphrases
- generative model
- spatio temporal
- spatial and temporal
- probabilistic model
- mixture model
- video representation
- discriminative models
- space time
- em algorithm
- discriminative learning
- image sequences
- deep belief networks
- semi supervised
- prior knowledge
- hierarchical hidden markov models
- conditional random fields
- expectation maximization
- topic models
- dynamic textures
- object categories
- hidden variables
- generative and discriminative models
- representational power
- natural images
- labeled data