Liying Chi

UCoL: Unsupervised Learning of Discriminative Facial Representations via Uncertainty-Aware Contrast

This paper presents Uncertainty-aware Contrastive Learning (UCoL): a fully unsupervised framework for discriminative facial representation learning. Our UCoL is built upon a momentum contrastive network, referred to as Dual-path Momentum Network. Specifically, two flows of pairwise contrastive train…