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
Red Teaming AI
Adversarial testing of AI models for vulnerabilities
Diffusion Model
Generative model creating data by iteratively removing noise
Chain-of-Thought
Technique encouraging AI to show step-by-step reasoning
Federated Learning
Distributed ML training without sharing raw data
AI Fairness
Ensuring AI decisions do not discriminate against groups
Retrieval-Augmented Generation
Combining LLMs with external knowledge for accurate responses