ICML-2021 Perceiver：General Perception with Iterative Attention

Nov 19 PaperNote CV, cs.Transformer Comments Word Count: 556(words) Read Count: 2(minutes)

ICLRw-2023 Enhancing Protein Language Models with Structure-based Encoder and Pre-training

Nov 19 PaperNote BI, cs.GNN Comments Word Count: 376(words) Read Count: 1(minutes)

Bioinformatics Advances-2021 Light attention predicts protein location from the language of life

Nov 19 PaperNote BI Comments Word Count: 319(words) Read Count: 1(minutes)

ICLRw-2022 Convolutions are competitive with transformers for protein sequence pretraining

Nov 19 PaperNote BI Comments Word Count: 252(words) Read Count: 1(minutes)

Protein generation with evolutionary diffusion：sequence is all you need

Sep 30 PaperNote BI, cs.diffusion Comments Word Count: 1.8k(words) Read Count: 6(minutes)

NIPS-2022 PEER：A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding

Sep 30 PaperNote BI Comments Word Count: 184(words) Read Count: 1(minutes)

Nucleic Acids Research-2022 DeepLoc 2.0：multi-label subcellular localization prediction using protein language models

Sep 16 PaperNote BI Comments Word Count: 657(words) Read Count: 2(minutes)

Bioinformatics-2017 DeepLoc：prediction of protein subcellular localization using deep learning

Sep 16 PaperNote BI Comments Word Count: 312(words) Read Count: 1(minutes)

Neural Subgraph Matching

Aug 29 PaperNote cs.GNN Comments Word Count: 965(words) Read Count: 3(minutes)

NIPS-2021 FLIP：Benchmark tasks in fitness landscape inference for proteins

Aug 8 PaperNote BI Comments Word Count: 1.6k(words) Read Count: 6(minutes)