Artificial Intelligence
136 views
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
Adversarial Robustness
AI model ability to resist adversarial perturbations
Few-Shot Learning
Learning to perform tasks from a small number of examples
Prompt Engineering
Crafting effective inputs to guide AI model outputs
Pruning
Removing redundant neural network connections to reduce size
Superintelligence
Hypothetical AI surpassing all human cognitive abilities
OCR
Technology converting images of text into machine-readable text