Essays about: "Freja Fagerblom"

Found 1 essay containing the words Freja Fagerblom.

  1. 1. Model-Agnostic Meta-Learning for Digital Pathology

    University essay from Linköpings universitet/Datorseende

    Author : Freja Fagerblom; [2020]
    Keywords : machine learning; model-agnostic meta-learning; maml; digital pathology; histopathology; meta learning; her2; domain shift;

    Abstract : The performance of conventional deep neural networks tends to degrade when a domain shift is introduced, such as collecting data from a new site. Model-Agnostic Meta-Learning, or MAML, has achieved state-of-the-art performance in few-shot learning by finding initial parameters that adapt easily for new tasks. READ MORE