Large scale paired antibody language models

Jan 13 PaperNote BI Comments Word Count: 2.7k(words) Read Count: 9(minutes)

ACL-2024 LlamaFactory：Unified Efficient Fine-Tuning of 100+ Language Models

Jan 9 PaperNote CL Comments Word Count: 2.8k(words) Read Count: 10(minutes)

ICLR-2022 Iterative Refinement Graph Neural Network for Antibody Sequence-Structure Co-design

Jan 7 PaperNote BI Comments Word Count: 4k(words) Read Count: 14(minutes)

NeurIPS-2022 Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures

Jan 7 PaperNote BI Comments Word Count: 2.8k(words) Read Count: 10(minutes)

IgDesign：In vitro validated antibody design against multiple therapeutic antigens using inverse folding

Jan 2 PaperNote BI Comments Word Count: 2.3k(words) Read Count: 8(minutes)

面向非完备数据集的深度学习

Nov 19 DeepLearning Comments Word Count: 2.5k(words) Read Count: 9(minutes)

Nature Biotechnology-2024 Multistate and functional protein design using RoseTTAFold sequence space diffusion

Oct 7 PaperNote BI Comments Word Count: 6.3k(words) Read Count: 22(minutes)

ICLR-2020 DivideMix：Learning with Noisy Labels as Semi-supervised Learning

Aug 23 PaperNote BI Comments Word Count: 1.8k(words) Read Count: 6(minutes)

Evaluating the representational power of pre-trained DNA language models for regulatory genomics

Jul 28 PaperNote BI Comments Word Count: 1.2k(words) Read Count: 4(minutes)

Feature Reuse and Scaling：Understanding Transfer Learning with Protein Language Models

Jul 15 PaperNote BI Comments Word Count: 773(words) Read Count: 2(minutes)