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
Adversarial Robustness
AI model ability to resist adversarial perturbations
Word Embedding
Dense vector representation capturing word semantic meaning
Red Teaming AI
Adversarial testing of AI models for vulnerabilities
AI Fairness
Ensuring AI decisions do not discriminate against groups
Bag of Words
Text model representing documents by word frequency counts
Explainable AI
AI that provides understandable explanations for decisions