Pixyz: a Python library for developing deep generative models.
Masahiro SuzukiTakaaki KanekoYutaka MatsuoPublished in: Adv. Robotics (2023)
Keyphrases
- generative model
- probabilistic model
- discriminative models
- discriminative learning
- mixture model
- maximum entropy principle
- prior knowledge
- representational power
- conditional random fields
- hierarchical hidden markov models
- object categories
- em algorithm
- topic models
- deep belief networks
- hidden variables
- generative and discriminative models
- computer vision
- maximum entropy
- expectation maximization
- object detection
- semi supervised
- training data