Ioannis Maniadis Metaxas*

Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing

"Self-supervised learning has recently emerged as the preeminent pretraining paradigm across and between modalities, with remarkable results. In the image domain specifically, group (or cluster) discrimination has been one of the most successful methods. However, such frameworks need to guard agains…