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Home/Glossary/Domain Adaptation
AI Glossary Term

What does “Domain Adaptation” mean?

Definition

Methods that transfer a model trained in one domain to perform better in another domain.

Related terms

Transfer Learning
Applying knowledge learned in one task or domain to improve another task.
API (Application Programming Interface)
A structured way for one software system to send requests to and receive responses from another system.
Fine-Tuning
Continuing training on domain-specific data to adapt a pre-trained model to a specific task.
Distilled Model
A smaller model trained to imitate a larger model's behavior while using less compute at inference.
AGI (Artificial General Intelligence)
A hypothetical AI system that can perform most intellectual tasks at a human level across many domains.
Artificial Intelligence (AI)
The broad field of building systems that perform tasks requiring pattern recognition, reasoning, language, or decision-making.

Learn more in our free guides

Domain AdaptationConv-TasNet Time-Domain Separation

See also

DistillationEmbeddingDiffusion ModelEncoderDeep LearningEnsembleDecision TreeEvaluation Set
PreviousDistillationNextEmbedding
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