Scaling unlocks broader generation and deeper functional understanding of proteins

Apr 19 PaperNote BI Comments Word Count: 6.5k(words) Read Count: 23(minutes)

Prot42：a Novel Family of Protein Language Models for Target-aware Protein Binder Generation

Apr 10 PaperNote BI Comments Word Count: 4.5k(words) Read Count: 16(minutes)

ICLR-2025 Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization

Apr 1 PaperNote BI Comments Word Count: 5.1k(words) Read Count: 19(minutes)

NeurIPS-2024 Multi-Scale Representation Learning for Protein Fitness Prediction

Mar 16 PaperNote BI Comments Word Count: 3.9k(words) Read Count: 14(minutes)

KDD-2023 Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design

Mar 15 PaperNote BI Comments Word Count: 5.5k(words) Read Count: 20(minutes)

ICLR-2025 IgGM：A Generative Model for Functional Antibody and Nanobody Design

Mar 2 PaperNote BI Comments Word Count: 5.5k(words) Read Count: 20(minutes)

FlowDesign：Improved Design of Antibody CDRs Through Flow Matching and Better Prior Distributions

Feb 18 PaperNote BI Comments Word Count: 4.8k(words) Read Count: 17(minutes)

ICLR-2023 Flow Matching for Generative Modeling

Feb 17 PaperNote CV Comments Word Count: 4.4k(words) Read Count: 17(minutes)

ICML-2023 End-to-End Full-Atom Antibody Design

Feb 12 PaperNote BI Comments Word Count: 5.9k(words) Read Count: 22(minutes)

Bioinformatics-2024 Expert-guided protein language models enable accurate and blazingly fast fitness prediction

Jan 19 PaperNote BI Comments Word Count: 2.9k(words) Read Count: 10(minutes)