Essays about: "classification"

Showing result 16 - 20 of 3152 essays containing the word classification.

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

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

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

    Abstract : 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. READ MORE

  3. 17. Attack Strategies in Federated Learning for Regression Models : A Comparative Analysis with Classification Models

    University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronik

    Author : Sofia Leksell; [2024]
    Keywords : Federated Learning; Adversarial Attacks; Regression; Classification;

    Abstract : Federated Learning (FL) has emerged as a promising approach for decentralized model training across multiple devices, while still preserving data privacy. Previous research has predominantly concentrated on classification tasks in FL settings, leaving  a noticeable gap in FL research specifically for regression models. READ MORE

  4. 18. Exploring the prospect that voluntary human shields can take a direct part in hostilities

    University essay from Försvarshögskolan

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

    Abstract : 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. READ MORE

  5. 19. Unveiling the Art of Discourse : A Genre Analysis of Ballet Reviews

    University essay from Högskolan Dalarna/Institutionen för språk, litteratur och lärande

    Author : Annika Höglind; [2024]
    Keywords : Ballet Reviews; Genre; Genre Analysis; Discourse Community; Move Analysis;

    Abstract : This is a genre analysis study in linguistics whose purpose is to identify the structure of a Ballet Review using Swalesian move analysis. Whilst the review genre has been explored in the past (e.g., de Jong, & Burgers, 2018; Nodoushan & Montazeran, 2012; Taboada, 2011) there have been no dedicated studies on Ballet Reviews. READ MORE

  6. 20. Salt tolerant horticultural plants to save freshwater usage

    University essay from SLU/Dept. of Plant Protection Biology

    Author : Tsun-Ya Chuang; [2024]
    Keywords : climate change; freshwater scarcity; halophyte; salt tolerance; bonsai;

    Abstract : As freshwater becomes scarce worldwide due to climate change and population increases, there is an urgent need to develop innovative approaches to address the issue of reducing freshwater consumption. Selecting species with high ornamental value and salt tolerance for use as green hedges or bonsai in urban or coastal areas could be a strategic approach for promoting greening and maintaining water resource sustainability. READ MORE