A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios.
Liangjun FengJiancheng ZhaoChunhui ZhaoPublished in: CoRR (2023)
Keyphrases
- generative model
- discriminative models
- probabilistic model
- learned models
- systematic evaluation
- prior knowledge
- discriminatively trained
- discriminative learning
- feature vectors
- semi supervised learning
- discriminative methods
- conditional random fields
- language modeling
- em algorithm
- active learning
- hierarchical hidden markov models
- generative and discriminative models
- training data
- deep belief networks
- topic models
- image representation
- feature space