Contrastive learning on protein embeddings enlightens midnight zone

Keyphrases

• Contrastive Learning 100%
• Sequence Comparison 100%
• Protein Embedding 100%
• Protein Language Model 100%
• Sampling Methods 50%
• Existing State 50%
• Order of Magnitude 50%
• Information Transfer 50%
• Comparison Method 50%
• Learning Procedure 50%
• Traditional Techniques 50%
• Experimental Structure 50%
• Single Cell Protein 50%
• Protein Similarity 50%
• Multiple Sequence Alignment 50%
• Protein Classification 50%
• Hierarchical Classification 50%
• Annotation Transfer 50%
• Pairwise Alignment 50%
• 3D Protein Structure 50%
• Fold Recognition 50%
• Protein Representation 50%
• Sequence Distance 50%

Computer Science

• Annotation 100%
• Contrastive Learning 100%
• Language Modeling 66%
• Good Performance 33%
• Sampling Technique 33%
• Sequence Alignment 33%

Biochemistry, Genetics and Molecular Biology

• Protein Classification 100%
• Class Architecture Topology Homology 100%
• Sequence Alignment 100%