NIPS-2021 Language models enable zero-shot prediction of the effects of mutations on protein function

Mar 14 PaperNote BI Comments Word Count: 586(words) Read Count: 2(minutes)

ICML-2022 Tranception：protein fitness prediction with autoregressive transformers and inference-time retrieval

Mar 14 PaperNote BI Comments Word Count: 902(words) Read Count: 3(minutes)

arXiv-2022 T2I-Adapter：Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models

Feb 27 PaperNote CV Comments Word Count: 752(words) Read Count: 2(minutes)

arXiv-2022 Holistic Evaluation of Language Models

Feb 12 PaperNote CL Comments Word Count: 718(words) Read Count: 2(minutes)

ICML-2021 Learning inverse folding from millions of predicted structures

Feb 2 PaperNote BI Comments Word Count: 833(words) Read Count: 3(minutes)

ICLR-2021 Learning from Protein Structure with Geometric Vector Perceptrons

Jan 24 PaperNote BI Comments Word Count: 1.2k(words) Read Count: 4(minutes)

bioRxiv-2022 Masked inverse folding with sequence transfer for protein representation learning

Jan 18 PaperNote BI Comments Word Count: 1k(words) Read Count: 3(minutes)

bioRxiv-2021 Toward More General Embeddings for Protein Design：Harnessing Joint Representations of Sequence and Structure

Jan 17 PaperNote BI Comments Word Count: 767(words) Read Count: 3(minutes)

NIPS-2022 Image as a Foreign Language：BEiT Pretraining for All Vision and Vision-Language Tasks

Jan 15 PaperNote CL, CV Comments Word Count: 433(words) Read Count: 1(minutes)

NIPS-2022 CoCa：Contrastive Captioners are Image-Text Foundation Models

Jan 15 PaperNote CL, CV Comments Word Count: 165(words) Read Count: 1(minutes)