Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis.
Yiyi LiaoKatja SchwarzLars M. MeschederAndreas GeigerPublished in: CoRR (2019)
Keyphrases
- image synthesis
- generative model
- unsupervised learning
- semi supervised
- expectation maximization
- mixture model
- em algorithm
- probabilistic model
- supervised learning
- computer graphics
- deep learning
- discriminative models
- deep belief networks
- prior knowledge
- semi supervised learning
- discriminative learning
- conditional random fields
- machine learning
- dimensionality reduction
- hierarchical hidden markov models
- object categories
- maximum likelihood
- specular reflection
- model selection
- active learning
- viewpoint
- image segmentation
- learning tasks
- labeled data
- text classification
- k means
- pairwise
- learning algorithm