most citedBoosting Convolutional Neural Networks' Protein Binding Site Prediction Capacity Using SE(3)-invariant transformers, Transfer Learning and Homology-based Augmentation

1 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

q-bio.QM2023★ 1 cited

Boosting Convolutional Neural Networks' Protein Binding Site Prediction Capacity Using SE(3)-invariant transformers, Transfer Learning and Homology-based Augmentation

Daeseok Lee, Jeunghyun Byun, Bonggun Shin

Figuring out small molecule binding sites in target proteins, in the resolution of either pocket or residue, is critical in many virtual and real drug-discovery scenarios. Since it…

cs.LG2022★ 1 cited

Improving group robustness under noisy labels using predictive uncertainty

Dongpin Oh, Dae Lee, Jeunghyun Byun +1

The standard empirical risk minimization (ERM) can underperform on certain minority groups (i.e., waterbirds in lands or landbirds in water) due to the spurious correlation between…