Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction.
Zuobai ZhangMinghao XuAurélie C. LozanoVijil ChenthamarakshanPayel DasJian TangPublished in: NeurIPS (2023)
Keyphrases
- contact map
- tertiary structure
- protein tertiary structure
- protein secondary structure prediction
- secondary structure
- protein secondary structure
- sequence similarity
- subcellular localization
- contact maps
- protein sequences
- protein structure
- multiple sequence alignments
- protein structure prediction
- prediction accuracy
- amino acid sequences
- protein structural
- molecular structures
- secondary structure of proteins
- sequence alignment
- amino acids
- low complexity
- bit rate
- sequence analysis
- computational methods
- physicochemical properties
- rate distortion
- training set
- neural network