🇫🇷French Source WordCode: FR

modèle génératif

Pronunciation / Transliteration: mo-dɛl ʒe-ne-ʁa-tif

🇬🇧 Direct English Meaning:
Generative model/ˈdʒɛn.ər.ə.tɪv ˈmɒd.əl/
nounCEFR C1 (Advanced)Top #8500 frequency
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🇫🇷 Example Sentence in French:

"Ce modèle génératif peut créer des images d'une grande réalisme."

Comprehensive Definitions & Senses

2 senses
As noun
  1. 1

    A class of statistical or machine learning models that can generate new data instances resembling a given training dataset by learning the underlying probability distribution.

    "The research team trained a complex generative model to synthesize realistic human speech."
  2. 2

    A theoretical framework in cognitive science or economics that simulates the generative processes of human behavior or market dynamics.

    "Economists used a generative model to simulate the potential outcomes of the new fiscal policy."

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Linguistic Origin & Historical Etymology

The term combines 'generative' derived from the Latin 'generare' (to beget, produce) via late Middle English, and 'model' derived from the Italian 'modello' and Latin 'modulus' (a measure, standard). In modern artificial intelligence and statistics, it emerged in the late 20th century to describe computational frameworks capable of generating new data instances.

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