VINO: Video-driven Invariance for Non-contextual Objects via Structural Prior Guided De-contextualization

Seul-Ki Yeom, Marcel Simon, Eunbin Lee +1

Self-supervised learning (SSL) has made rapid progress, yet learned features often over-rely on contextual shortcuts-background textures and co-occurrence statistics. While video p…