Browsing by Author "İsmailoğlu, Fırat"

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    • LVQ Treatment for Zero-Shot Learning 

      İsmailoğlu, Fırat (Tubitak Academic Journals, 23.01.2023)
      In image classification, there are no labeled training instances for some classes, which are therefore called unseen classes or test classes. To classify these classes, zero-shot learning (ZSL) was developed, which typically ...

    • Zero-shot learning via self-organizing maps 

      İsmailoğlu, Fırat (Springer, 25.01.2023)
      Collecting-labeled images from all possible classes related to the task at hand is highly impractical and may even be impossible. At this point, Zero-Shot Learning (ZSL) can enable the classification of new test classes ...