InfoCon: Concept Discovery with Generative and Discriminative Informativeness.
Ruizhe LiuQian LuoYanchao YangPublished in: ICLR (2024)
Keyphrases
- discriminative methods
- discriminative learning
- generative and discriminative models
- discriminative models
- generative model
- discriminative training
- bayesian network classifiers
- conditional likelihood
- unsupervised learning
- discriminative classifiers
- semi supervised
- discriminatively trained
- data driven
- fisher kernel
- bag of words
- discriminative power
- robust classification
- object categories
- discriminative features
- feature extraction
- feature selection
- class specific
- genetic algorithm
- posterior probability
- discriminative information
- visual words
- em algorithm
- text classification
- dimensionality reduction
- image features
- probabilistic model
- hidden markov models
- naive bayes models