Gaurab Banerjee

DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision

Universal self-supervised (SSL) algorithms hold enormous promise for making machine learning accessible to high-impact domains such as protein biology, manufacturing, and genomics. We present DABS 2.0: a set of improved datasets and algorithms for advancing research on universal SSL. We extend the r…