Sökning: "Question Classification"

Visar resultat 1 - 5 av 269 uppsatser innehållade orden Question Classification.

  1. 1. AI-based image generation: The impact of fine-tuning on fake image detection

    Kandidat-uppsats, Stockholms universitet/Institutionen för data- och systemvetenskap

    Författare :Nick Hagström; Anders Rydberg; [2024]
    Nyckelord :Fake image detection; LoRA; DreamBooth; Stable Diffusion; Image generation;

    Sammanfattning : Machine learning-based image generation models such as Stable Diffusion are now capable of generating synthetic images that are difficult to distinguish from real images, which gives rise to a number of legal and ethical concerns. As a potential measure of mitigation, it is possible to train neural networks to detect the digital artifacts present in the images synthesized by many generative models. LÄS MER

  3. 2. Exploring the prospect that voluntary human shields can take a direct part in hostilities

    Kandidat-uppsats, Försvarshögskolan

    Författare :Emma Paris; [2024]
    Nyckelord :International Humanitarian Law; Voluntary Human Shields; Direct Participation in Hostilities;

    Sammanfattning : This doctrinal thesis centers around the topic of voluntary human shields as a complex phenomenon requiring further scholarly attention. Specifically, this paper acknowledges that the actions of certain voluntary shields renders their classification as civilians strenuous, in which it is explored if the notion of Direct Participation in Hostilities might apply. LÄS MER

  4. 3. Uncertainty Quantification in Deep Learning for Breast Cancer Classification in Point-of-Care Ultrasound Imaging

    Master-uppsats, Lunds universitet/Matematik LTH

    Författare :Marisa Wodrich; [2024]
    Nyckelord :Uncertainty quantification; Deep learning; Breast cancer classification; Trustworthy AI; Point-of-care ultrasound; Mathematics and Statistics;

    Sammanfattning : Breast cancer is the most common type of cancer worldwide with an estimate of 2.3 million new cases in 2020, and the number one cause of cancer-related deaths in women. LÄS MER

  5. 4. The Impact of Deep Neural Network Pruning on the Hyperparameter Performance Space: An Empirical Study

    Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

    Författare :Jonna Matthiesen; [2023-10-24]
    Nyckelord :Compression; Deep Learning; DNN; Hyperparameters; Optimization; Pruning; Hyperparameter Optimisation; Hyperparameter Tuning;

    Sammanfattning : With the continued growth of deep learning models in terms of size and computational requirements, the need for efficient models for deployment on resource-constrained devices becomes crucial. Structured pruning has emerged as a proven method to speed up models and reduce computational requirements. LÄS MER

  7. 5. Regleringen av digitala avtalsobjekt i konsumentköplagen : Med fokus på tillhandahållanden av digitalt innehåll och digitala tjänster

    Uppsats för yrkesexamina på avancerad nivå, Stockholms universitet/Juridiska institutionen

    Författare :Ejah Martinsson; [2023]
    Nyckelord :Consumer Services Act; DSM-strategy; digital content; digital services; supplied on tangible medium; goods with digital elements.; Konsumentskydd; konsumentköplag; digitala avtalsobjekt; digitaldirektivet; DSM-strategin; digitalt innehåll; digitala tjänster.;

    Sammanfattning : This thesis describes the new regulation of digital products in the Consumer Services Act (2022:260). The essay focuses specifically on the supply of digital content and digital services which derive from an EU-directive 2019/770 (henceforth The Digital Content Directive). LÄS MER