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
Pruning
Removing redundant neural network connections to reduce size
Long Short-Term Memory
RNN variant designed to learn long-term dependencies
Chain-of-Thought
Technique encouraging AI to show step-by-step reasoning
State Space Model
Architecture using linear attention for efficient sequence modeling
Sentiment Analysis
NLP technique determining emotional tone in text
Generative AI
AI systems that create new content