Published as an arXiv preprint, the paper details how unsupervised and self-supervised AI models are matching or surpassing ...

We adopted SimSiam to conduct self-supervised pretraining on two large whole-slide image CRC data sets from the United States and Australia. The SSL pretrained encoder is then used in several ...

Self-supervised models generate implicit labels from unstructured data rather than relying on labeled datasets for supervisory signals. Self-supervised learning (SSL), a transformative subset of ...

DINO Teacher is a domain adaptive object detection method that leverages VFMs as a source of pseudo-labels and for cross-domain alignment. Our work is based off Adaptive Teacher. Train the DINO ...

An image depicting the integration of AI technologies in banking, showcasing how legacy banks can evolve with AI advancements for improved customer experiences and operational efficiency. Supervised ...