Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design.
Yue CaoPayel DasVijil ChenthamarakshanPin-Yu ChenIgor MelnykYang ShenPublished in: CoRR (2021)
Keyphrases
- generative model
- probabilistic model
- em algorithm
- bayesian framework
- posterior probability
- computer vision
- machine learning
- prior knowledge
- semi supervised
- sequence alignment
- generative and discriminative models
- pitman yor process
- discriminative learning
- markov chain monte carlo
- latent dirichlet allocation
- topic models
- image processing