Rao, Roshan

5 publications

NeurIPS 2021 Language Models Enable Zero-Shot Prediction of the Effects of Mutations on Protein Function Joshua Meier, Roshan Rao, Robert Verkuil, Jason Liu, Tom Sercu, Alex Rives

ICLRW 2021 Single Layers of Attention Suffice to Predict Protein Contacts Nick Bhattacharya, Neil Thomas, Roshan Rao, Justas Dauparas, Peter K Koo, David Baker, Yun S. Song, Sergey Ovchinnikov

ICLR 2021 Transformer Protein Language Models Are Unsupervised Structure Learners Roshan Rao, Joshua Meier, Tom Sercu, Sergey Ovchinnikov, Alexander Rives

CVPRW 2020 Quality and Relevance Metrics for Selection of Multimodal Pretraining Data Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan

NeurIPS 2019 Evaluating Protein Transfer Learning with TAPE Roshan Rao, Nicholas Bhattacharya, Neil Thomas, Yan Duan, Peter Chen, John Canny, Pieter Abbeel, Yun Song