Roshan Rao

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

Top Topics

Transfer Learning

Gpu Accelerated

Protein Function

Top Venues

Publications

Samantha Petti, Nicholas Bhattacharya, Roshan Rao, Justas Dauparas, Neil Thomas, Juannan Zhou, Alexander M. Rush, Peter K. Koo, Sergey Ovchinnikov
End-to-end learning of multiple sequence alignments with differentiable Smith-Waterman. Bioinform. 39 (1) (2023)
Joshua Meier, Roshan Rao, Robert Verkuil, Jason Liu, Tom Sercu, Alexander Rives
Language models enable zero-shot prediction of the effects of mutations on protein function. NeurIPS (2021)
Roshan Rao, Joshua Meier, Tom Sercu, Sergey Ovchinnikov, Alexander Rives
Transformer protein language models are unsupervised structure learners. ICLR (2021)
Roshan Rao, Jason Liu, Robert Verkuil, Joshua Meier, John F. Canny, Pieter Abbeel, Tom Sercu, Alexander Rives
MSA Transformer. ICML (2021)
Roshan Rao, Sudha Rao, Elnaz Nouri, Debadeepta Dey, Asli Celikyilmaz, Bill Dolan
Quality and Relevance Metrics for Selection of Multimodal Pretraining Data. CVPR Workshops (2020)
David M. Chan, Roshan Rao, Forrest Huang, John F. Canny
GPU accelerated t-distributed stochastic neighbor embedding. J. Parallel Distributed Comput. 131 (2019)
Roshan Rao, Nicholas Bhattacharya, Neil Thomas, Yan Duan, Xi Chen, John F. Canny, Pieter Abbeel, Yun S. Song
Evaluating Protein Transfer Learning with TAPE. NeurIPS (2019)
Roshan Rao, Nicholas Bhattacharya, Neil Thomas, Yan Duan, Xi Chen, John F. Canny, Pieter Abbeel, Yun S. Song
Evaluating Protein Transfer Learning with TAPE. CoRR (2019)
Daniel Seita, David M. Chan, Roshan Rao, Chen Tang, Mandi Zhao, John F. Canny
ZPD Teaching Strategies for Deep Reinforcement Learning from Demonstrations. CoRR (2019)
David M. Chan, Roshan Rao, Forrest Huang, John F. Canny
t-SNE-CUDA: GPU-Accelerated t-SNE and its Applications to Modern Data. CoRR (2018)
David M. Chan, Roshan Rao, Forrest Huang, John F. Canny
T-SNE-CUDA: GPU-Accelerated T-SNE and its Applications to Modern Data. SBAC-PAD (2018)