Contrastive Loss - AI & ML Glossary | Farez Vadsaria

Model Evaluation & Metrics

Contrastive Loss

A loss function for learning similarity metrics, bringing similar pairs together and separating dissimilar ones.

This concept is essential for understanding model evaluation & metrics and forms a key part of modern AI systems.

Loss Function
Metric Learning
Contrastive Learning

Tags

model-evaluation-metrics loss-function metric-learning contrastive-learning

Related Terms

Contrastive Learning

A self-supervised learning approach that learns representations by contrasting similar and dissimilar examples.

Loss Function

A function measuring the difference between model predictions and true values, guiding the training process.

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