Florian Golemo

Unsupervised Learning of Dense Visual Representations

2020 · arXiv (Cornell University)

Contrastive self-supervised learning has emerged as a promising approach to unsupervised visual representation learning. In general, these methods learn global (image-level) representations that are invariant to different views (i.e., compositions of data augmentation) of the …