Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining

Soumen Basu, Somanshu Singla, Mayank Gupta +3

Rich temporal information and variations in viewpoints make video data an attractive choice for learning image representations using unsupervised contrastive learning (UCL) techniq…