Video Self-Distillation for Single-Image Encoders: A Step Toward Physically Plausible Perception

Marcel Simon, Tae-Ho Kim, Seul-Ki Yeom

Self-supervised image encoders such as DINO have recently gained significant interest for learning robust visual features without labels. However, most SSL methods train on static…