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Domain Adaptation
AI Glossary Term
What is Domain Adaptation?
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 Adaptation
Conv-TasNet Time-Domain Separation
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