no code implementations • ICLR Workshop EBM 2021 • Nick Bhattacharya, Neil Thomas, Roshan Rao, Justas Daupras, Peter K Koo, David Baker, Yun S. Song, Sergey Ovchinnikov
On the one hand, factored attention is a direct simplification of multihead scaled dot-product attention in the Transformer.
no code implementations • ICLR 2021 • Roshan Rao, Joshua Meier, Tom Sercu, Sergey Ovchinnikov, Alexander Rives
Unsupervised contact prediction is central to uncovering physical, structural, and functional constraints for protein structure determination and design.
2 code implementations • 6 Jun 2019 • Justas Dauparas, Haobo Wang, Avi Swartz, Peter Koo, Mor Nitzan, Sergey Ovchinnikov
Revealing the functional sites of biological sequences, such as evolutionary conserved, structurally interacting or co-evolving protein sites, is a fundamental, and yet challenging task.
Quantitative Methods