Essays about: "problem between generation"

Showing result 16 - 20 of 253 essays containing the words problem between generation.

  1. 16. Can Large Language Models Enhance Fake News Detection? : Improving Fake News Detection With Data Augmentation

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Emil Ahlbäck; Max Dougly; [2023]
    Keywords : ;

    Abstract : In recent years, the proliferation of fake news has become a significant concern due to its potential to cause harm and sow discord in societies worldwide. To address this issue, machine learning techniques have been employed in a task referred to as fake news detection (FND) to assess the veracity of textual news content. READ MORE

  3. 17. Investigating Relations between Regularization and Weight Initialization in Artificial Neural Networks

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Rasmus Sjöö; [2022]
    Keywords : Artificial Neural Networks; L1 Regularization; L2 Regularization; Loss Function; Maximum Likelihood; Regularization Strength Synthetic Data Generation; Weight Initialization; Physics and Astronomy;

    Abstract : L2 regularization is a common method used to prevent overtraining in artificial neural networks. However, an issue with this method is that the regularization strength has to be properly adjusted for it to work as intended. This value is usually found by trial and error which can take some time, especially for larger networks. READ MORE

  4. 18. Validation of a Next Generation Sequencing based method for chimerism analysis in clinical practice

    University essay from Uppsala universitet/Institutionen för medicinsk cellbiologi

    Author : Maria Högberg; [2022]
    Keywords : Devyser chimerism; fragment analysis; hematopoietic stem cell transplantation; short tandem repeats; indels;

    Abstract : Hematopoietic stem cell transplantation (HSCT) is used to treat patient with hematological diseases such as leukemia and genetic conditions such as sickle cell anemia. After HSCT the patients are supervised for signs of relapse of disease or rejection of transplanted cells. This is done by using chimerism analysis. READ MORE

  5. 19. Design of breast roll retraction system : Redesign of keyway solution for positioning of breast roll in tissue machine

    University essay from Karlstads universitet

    Author : Tobias Sjöberg; [2022]
    Keywords : product development; Valmet; product development process; mechanical design; produktutveckling; Valmet; produktutvecklingsprocess; konstruktion;

    Abstract : This Thesis has been carried out as a final part of the Mechanical Engineering programme (180 credits) at Karlstad University during the spring semester 2022 and comprises 22.5 credits. The work is carried out on behalf of Valmet AB in Karlstad. READ MORE

  6. 20. Distance preserving Fermat VAE

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Miklovana Tuci; [2022]
    Keywords : ;

    Abstract : Deep neural networks takes their strength in the representations, or features, that they internally build. While these internal encodings help networks performing classification or regression tasks on specific data types, it exists a branch of machine learning that has for only purpose to build these representations. READ MORE