Reconstruction Bottlenecks in Object-Centric Generative Models.
Martin EngelckeOiwi Parker JonesIngmar PosnerPublished in: CoRR (2020)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- object parts
- discriminative models
- prior knowledge
- semi supervised
- hierarchical hidden markov models
- conditional random fields
- d objects
- generative and discriminative models
- semi supervised learning
- topic models
- information retrieval
- representational power
- visual hull
- object categories
- keypoints
- maximum entropy principle
- em algorithm
- discriminative methods
- natural images
- machine learning