Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast

Yuyang Wang, Rishikesh Magar, Chen Liang +1

Deep learning has been a prevalence in computational chemistry and widely implemented in molecule property predictions. Recently, self-supervised learning (SSL), especially contras…