Sökning: "maml"

Hittade 4 uppsatser innehållade ordet maml.

  1. 1. Insights into Model-Agnostic Meta-Learning on Reinforcement Learning Tasks

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Konstantinos Saitas-Zarkias; [2021]
    Nyckelord :Meta-Learning; Reinforcement Learning; Deep Learning;

    Sammanfattning : Meta-learning has been gaining traction in the Deep Learning field as an approach to build models that are able to efficiently adapt to new tasks after deployment. Contrary to conventional Machine Learning approaches, which are trained on a specific task (e. LÄS MER

  3. 2. 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

  4. 3. Few-Shot Learning with Deep Neural Networks for Visual Quality Control: Evaluations on a Production Line

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Najib Yavari; [2020]
    Nyckelord :;

    Sammanfattning : Having a well representative and adequate amount of data samples plays an important role in the success of deep learning algorithms used for image recognition. On the other hand, collecting and manually labeling a large-scale dataset requires a great deal of human interaction which in turn is very timeconsuming. LÄS MER

  5. 4. Studies on potential APC/β-catenin target genes in the Notch pathway

    Master-uppsats, Institutionen för fysik, kemi och biologi

    Författare :John Grünberg; [2009]
    Nyckelord :Notch; Wnt; APC; β-catenin; Colorectal cancer; HT29; LEF1 Tcf;

    Sammanfattning : Both Notch and the Wnt pathways are key regulators in maintaining the homeostasis in the intestine. Defects on the key tumor suppressor adenomatous polyposis coli, APC a gene in the Wnt pathway is most frequently mutated in colorectal cancer. Previous studies have indicated that there is a crosstalk between these two pathways. LÄS MER