Artificial Intelligence
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Transfer Learning
Quick Definition
Adapting a pre-trained model for a different related task
Full Definition
A technique where a model trained on one task is adapted for a different but related task.
Examples
fine-tuning BERT, pre-trained ResNet, domain adaptation
Related Terms
fine-tuning
pre-training
deep-learning
More Artificial Intelligence Terms
AI Alignment
Ensuring AI systems act in accordance with human values
Object Detection
Identifying and locating objects within images
Explainable AI
AI that provides understandable explanations for decisions
Few-Shot Learning
Learning to perform tasks from a small number of examples
Self-Attention
Mechanism allowing sequence positions to attend to all others
Neural Architecture Search
Automating the design of optimal neural network architectures