Aneesh Dahiya

Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning

Encouraged by the success of contrastive learning on image classification tasks, we propose a new self-supervised method for the structured regression task of 3D hand pose estimation. Contrastive learning makes use of unlabeled data for the purpose of representation learning via a loss formulation t…