Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem.
Brian L. TrippeJason YimDoug TischerDavid BakerTamara BroderickRegina BarzilayTommi S. JaakkolaPublished in: ICLR (2023)
Keyphrases
- probabilistic modeling
- structural motifs
- protein structural
- probabilistic model
- protein sequences
- sequence analysis
- protein structure
- bayesian networks
- transcription factor binding sites
- bayesian inference
- log linear
- protein folding
- amino acids
- dna sequences
- sequence alignment
- biological sequences
- protein families
- parameter learning
- motif discovery
- minimum spanning tree
- binding sites
- conditional random fields
- generative model
- prior knowledge