protein sequence
Country:
- North America > United States > California (0.04)
- Europe > France (0.04)
- Asia > Middle East > Jordan (0.04)
Industry:
- Health & Medicine > Pharmaceuticals & Biotechnology (1.00)
- Government > Regional Government > North America Government > United States Government (0.93)
- Materials > Chemicals (0.93)
- Information Technology (0.67)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.95)
- Information Technology > Biomedical Informatics > Translational Bioinformatics (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.69)
PoET: A generative model of protein families as sequences-of-sequences
Generative protein language models are a natural way to design new proteins with desired functions.
Country:
- North America > United States (0.04)
- Asia > Middle East > Jordan (0.04)
- Europe > Switzerland > Basel-City > Basel (0.04)
- Asia > Japan > Honshū > Chūbu > Toyama Prefecture > Toyama (0.04)
Technology:
Technology:
Multi-Scale Representation Learning for Protein Fitness Prediction
Given the limited availability of functional annotations from wet-lab experiments, previous methods have primarily relied on self-supervised models trained on vast, unlabeled protein sequence or structure datasets.
Technology:
Country:
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
- Asia > China (0.04)
Industry:
- Health & Medicine > Pharmaceuticals & Biotechnology (1.00)
- Education (1.00)
Technology:
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.93)
- Information Technology > Data Science (0.67)
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering Yizhen Luo
Studying protein mutations within amino acid sequences holds tremendous significance in life sciences.
Country:
- Europe > France (0.04)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
- Asia > China (0.04)
Industry:
Country:
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- North America > United States > Hawaii > Honolulu County > Honolulu (0.04)
- North America > Canada (0.04)
- (2 more...)
Genre:
- Research Report > Experimental Study (0.68)
- Research Report > New Finding (0.68)
Industry:
Technology:
- Information Technology > Biomedical Informatics > Translational Bioinformatics (1.00)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Vision (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.47)
The geometry of hidden representations of large transformer models
By analyzing the intrinsic dimension (ID) and neighbor composition, we find that the representations evolve similarly in transformers trained on protein language tasks and image reconstruction tasks.
Country:
- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- Europe > Italy > Friuli Venezia Giulia > Trieste Province > Trieste (0.05)
- Europe > Italy > Tuscany > Florence (0.04)
- Asia > Taiwan > Taiwan Province > Taipei (0.04)
Technology:
Country:
- Asia > Middle East > Jordan (0.04)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
- Asia > China (0.04)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (0.93)
Technology:
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.93)
- Information Technology > Artificial Intelligence > Natural Language > Chatbot (0.68)
Country:
- North America > Canada > Quebec > Montreal (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- Asia > Middle East > Jordan (0.04)
Genre:
- Research Report (0.67)
- Overview (0.45)
Technology: