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
Quantization
Reducing model precision from 32-bit to lower bit representations
Embedding
Learned vector representations of discrete objects in continuous space
Neural Architecture Search
Automating the design of optimal neural network architectures
AutoML
Automation of the machine learning pipeline
Symbolic AI
AI using symbolic logic and explicit knowledge rules
Object Detection
Identifying and locating objects within images