SAMCLR: Contrastive pre-training on complex scenes using SAM for view sampling

Benjamin Missaoui, Chongbin Yuan

In Computer Vision, self-supervised contrastive learning enforces similar representations between different views of the same image. The pre-training is most often performed on ima…