Contrastive self-supervised learning has outperformed supervised pretraining on many downstream tasks like segmentation and object detection ... The representations can be used for semantic segment ...

To achieve this, we introduce a novel two-step framework that adopts a predetermined prior in a contrastive optimization ... on PASCAL through segment retrieval. First, we compute a feature vector for ...