Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis.
Yiyi LiaoKatja SchwarzLars M. MeschederAndreas GeigerPublished in: CVPR (2020)
Keyphrases
- image synthesis
- generative model
- unsupervised learning
- semi supervised
- expectation maximization
- em algorithm
- mixture model
- deep belief networks
- probabilistic model
- computer graphics
- semi supervised learning
- discriminative models
- supervised learning
- discriminative learning
- prior knowledge
- object recognition
- conditional random fields
- deep learning
- feature selection
- dimensionality reduction
- model selection
- text classification
- object categories
- discriminative methods
- virtual environment
- labeled data
- reinforcement learning
- bag of words
- maximum likelihood
- d objects
- hidden markov models