InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models.
Ameya JoshiMinsu ChoViraj ShahBalaji Sesha Sarath PokuriSoumik SarkarBaskar GanapathysubramanianChinmay HegdePublished in: AAAI (2020)
Keyphrases
- generative model
- probabilistic model
- discriminative models
- mixture model
- discriminative learning
- hierarchical hidden markov models
- conditional random fields
- prior knowledge
- semi supervised
- maximum entropy principle
- deep belief networks
- fisher kernel
- em algorithm
- object parts
- object categories
- learning tasks
- image processing
- expectation maximization
- representational power
- discriminative methods
- generative and discriminative models