VQ-Atom: Semantic Discretization of Local Atomic Environments for Molecular Representation Learning

Takayuki Kimura

Large language models succeed by combining large-scale pretraining with meaningful discrete tokens. In molecular machine learning, SMILES is widely used as a token representation,…