Generating 3D Molecules Conditional on Receptor Binding Sites with Deep Generative Models.
Matthew RagozaTomohide MasudaDavid Ryan KoesPublished in: CoRR (2021)
Keyphrases
- generative model
- binding sites
- influenza virus
- dna sequences
- probabilistic model
- gene expression
- sequence data
- transcription factors
- discriminative learning
- deep belief networks
- discriminative models
- hierarchical hidden markov models
- statistical significance
- em algorithm
- semi supervised
- expectation maximization
- prior knowledge
- conditional probabilities
- microarray
- deep learning
- transcription factor binding sites
- conditional random fields
- sparse representation
- component analysis
- graphical models
- information retrieval