Skip to main content

One doc tagged with "contrastive"

View all tags

Self-Supervised Vision

Labelled image data is expensive; unlabelled photos are nearly free. Self-supervised vision learns useful visual features from the unlabelled kind alone, by manufacturing a training signal directly from the image itself — the vision-side counterpart to Pretraining Objectives's masked and causal language modelling.