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 Chip
Specialized hardware for accelerating AI computation
Few-Shot Learning
Learning to perform tasks from a small number of examples
Adversarial Attack
Crafting inputs that fool AI models into wrong predictions
Style Transfer
Applying artistic style of one image to another using neural networks
Prompt Engineering
Crafting effective inputs to guide AI model outputs
Adversarial Robustness
AI model ability to resist adversarial perturbations