Mask What Matters: Saliency-Guided Video Self-Supervised Learning for Autonomous Driving

Christopher Lang, Alexander Braun, Abhinav Valada

Video self-supervised learning through masked spatiotemporal prediction has emerged as a promising paradigm for learning feature representations from unlabeled data. However, exist…