Last Updated
：2025/12/07
zero-shot learning
Noun
uncountable
Japanese Meaning
（機械学習における）学習時に観測されなかったクラスのデータがテスト時に現れ、それに基づき補助情報などを利用して新たなクラスを予測する問題設定または手法。
Quizzes for review
(computing) A problem setup in machine learning, where, at test time, a learner observes samples from classes that were not observed during training and attempts to predict the class that they belong to, typically based on auxiliary information.
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zero-shot learning
In many recent benchmarks, zero-shot learning enables models to classify images of categories that were never seen during training by leveraging attribute descriptions.
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In many recent benchmarks, zero-shot learning enables models to classify images of categories that were never seen during training by leveraging attribute descriptions.
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