Sökning: "Freja Fagerblom"

Hittade 1 uppsats innehållade orden Freja Fagerblom.

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

    Master-uppsats, Linköpings universitet/Datorseende

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

    Sammanfattning : 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. LÄS MER