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Updated: Jan 14, 2026

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
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Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Published on: December 6, 2024

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CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey

Jindong Li, Yongguang Li, Yali Fu

    IEEE transactions on pattern analysis and machine intelligence
    |January 12, 2026
    PubMed
    Resumen

    Esta encuesta ofrece una visión general completa de las aplicaciones de preentrenamiento contrastivo de lenguaje e imagen (CLIP) en la generalización de dominio (DG) y la adaptación de dominio (DA). Categoriza métodos, analiza tendencias y discute desafíos para sistemas de IA robustos.

    Palabras clave:
    CLIPGeneralización de DominioAdaptación de DominioAprendizaje ProfundoVisión por ComputadoraInteligencia ArtificialAprendizaje AutomáticoIA Robusta

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