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
Long Short-Term Memory
RNN variant designed to learn long-term dependencies
Few-Shot Learning
Learning to perform tasks from a small number of examples
State Space Model
Architecture using linear attention for efficient sequence modeling
Multimodal AI
AI that processes and integrates multiple data types
Diffusion Model
Generative model creating data by iteratively removing noise
Anomaly Detection
Identifying unusual patterns that deviate from expected behavior