Artificial Intelligence
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Meta-Learning
Quick Definition
Designing models that learn how to learn new tasks
Full Definition
A branch of ML focused on designing models that can learn how to learn new tasks quickly from limited data.
Examples
MAML, prototypical networks, rapid task adaptation
Related Terms
few-shot-learning
transfer-learning
deep-learning
More Artificial Intelligence Terms
Natural Language Processing
AI field enabling computers to understand human language
AI Ethics
Study of moral implications in AI development
Adversarial Robustness
AI model ability to resist adversarial perturbations
Computer Vision
AI that enables machines to interpret visual information
Diffusion Model
Generative model creating data by iteratively removing noise
AI Fairness
Ensuring AI decisions do not discriminate against groups