2026
One-Shot Exemplars for Class Grounding in Self-Supervised Learning
ICLR 2026poster
Self-Supervised Learning (SSL) has recently achieved remarkable progress by leveraging large-scale unlabeled data. However, SSL pretrains models without relying on human annotation, so it usually does not specify the class space. This inevitably weakens the effectiveness of the learned representatio…