Shuibai12138/off-manifold-collapse-plm

New Mahalanobis filtering method combats off-manifold collapse in protein language models

Researchers have identified a phenomenon called "off-manifold collapse" in guided protein language models, where generated sequences become difficult to fold despite appearing successful to property oracles. This collap…