Essays about: "generalization"

Showing result 16 - 20 of 322 essays containing the word generalization.

  1. 16. Accuracy and Robustness of State of the Art Deepfake Detection Models

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

    Author : Tobias Carlsson; Oskar Strömberg; [2023]
    Keywords : ;

    Abstract : With the evolution of artificial intelligence a lot of people have started getting worried about the potential dangers of deepfake images and videos, such as spreading fake videos of influential people. Several solutions to this problem have been proposed with some of the most efficient being convolutional neural networks for face detection in order to differentiate real images from deepfake images generated with a generative adversarial network. READ MORE

  3. 17. Going To Bed Now: Dissociation Feminism and Implicit Critique in My Year of Rest and Relaxation

    University essay from Stockholms universitet/Engelska institutionen

    Author : Jonathan Bäckström; [2023]
    Keywords : Docile body; The Culture Industry; Dissociation Feminism; Femcel; Sedation; My Year of Rest and Relaxation; Ottessa Moshfegh;

    Abstract : The purpose of this essay is to examine how the novel My Year of Rest and Relaxation (2018 / 2019) by Ottessa Moshfegh, through the lens of dissociative feminism, can be interpreted as a critique regarding commodification of the body. To explore this claim, I discuss the protagonist’s dissociative feminist behaviour in contrast to her friend Reva’s femcel-behaviour. READ MORE

  4. 18. Enhancing House Rental Price Prediction Models for the Swedish Market : Exploring External features, Prediction intervals and Uncertainty Management in Predicting House Rental Prices

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

    Author : Vasigaran Senthilkumar; [2023]
    Keywords : ;

    Abstract : Exakt förutsägelse av hyrespriserna för hus är ett avgörande problem i verkligheten fastighetsdomän, vilket underlättar informerat beslutsfattande för både hyresgäster och hyresvärdar. Denna studie presenterar en omfattande utforskning av olika maskininlärningstekniker som tillämpas på en mångsidig datauppsättning av husfunktioner, med det övergripande målet att avslöja den mest effektiva algoritmen för förutsäga hyrespriser. READ MORE

  5. 19. Improved Statistical Methods for Elliptic Stochastic Homogenization Problems : Application of Multi Level- and Multi Index Monte Carlo on Elliptic Stochastic Homogenization Problems

    University essay from Uppsala universitet/Tillämpad beräkningsvetenskap

    Author : Khalil Daloul; [2023]
    Keywords : Homogenization; Multilevel Monte Carlo; Multi-Index Monte Carlo; Monte Carlo; Multiscale methods;

    Abstract : In numerical multiscale methods, one relies on a coupling between macroscopic model and a microscopic model. The macroscopic model does not include the microscopic properties that the microscopic model offers and that are vital for the desired solution. READ MORE

  6. 20. Regularizing Vision-Transformers Using Gumbel-Softmax Distributions on Echocardiography Data

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

    Author : Alfred Nilsson; [2023]
    Keywords : Deep Learning; Vision-Transformers; Echocardiography; Feature Selection; Gumbel-Softmax; Concrete Autoencoders; Regression; Djupinlärning; Vision-Transformers; Ekokardiografi; Feature Selection; GumbelSoftmax; Concrete Autoencoders; Regression;

    Abstract : This thesis introduces an novel approach to model regularization in Vision Transformers (ViTs), a category of deep learning models. It employs stochastic embedded feature selection within the context of echocardiography video analysis, specifically focusing on the EchoNet-Dynamic dataset. READ MORE