Atom-level Protein Representation Learning Improves Protein Structure Prediction

ArXi:2605.22133v1 Announce Type: cross Recent advances in generative modeling show that pretrained representations can improve generation as conditioning features or alignment targets. Motivated by this, we study protein representations for predicting structures beyond conventional function annotation. We propose TriProRep, a structure-aware pre