Contrastive learning

HOW IT IS BUILT The methods behind it Multimodal learning Prototype theory WHAT IT CAN DO Its core abilities WHERE IT IS USED — · — — · — CL learns · reasons · acts
How it's built
What it can do
Where it's used

Contrastive learning is a machine learning technique that teaches algorithms to recognize similarities and differences by comparing pairs of examples. Rather than labeling data with explicit categories, the method works by showing the system similar items (called "positive pairs") that should be treated alike, and d…