Essays about: "generative model"

Showing result 11 - 15 of 222 essays containing the words generative model.

  1. 11. FEEDBACK IN THE ERA OF GENERATIVE AI

    University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärande

    Author : Bunichi Otaki; [2023-07-03]
    Keywords : AI-generated Feedback; ; Dialogism Feedback in Higher Education; ; Focus Group Interviews Human Feedback; ; Qualitative Research; ; Thematic analysis; ChatGPT; ; Dialogic Feedback; ;

    Abstract : Purpose: The purpose of this study is to investigate the perception of students and educators in higher education towards feedback provided by large-language model AI, with feedback and interaction with human educators. Theory: Drawing on the dialogism framework and considering the emotional and relational aspects of feedback, this study examines the role of dialogue and interaction in feedback processes and the implications of integrating AI-generated feedback with human feedback. READ MORE

  3. 12. Restaurant Daily Revenue Prediction : Utilizing Synthetic Time Series Data for Improved Model Performance

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Stella Jarlöv; Anton Svensson Dahl; [2023]
    Keywords : demand forecasting; data augmentation; time series data; machine learning; restaurant industry; generative adversarial networks; TimeGAN; XGBoost;

    Abstract : This study aims to enhance the accuracy of a demand forecasting model, XGBoost, by incorporating synthetic multivariate restaurant time series data during the training process. The research addresses the limited availability of training data by generating synthetic data using TimeGAN, a generative adversarial deep neural network tailored for time series data. READ MORE

  4. 13. Exploring GANs to generate attack-variations in IoT networks

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Gustaf Bennmarker; [2023]
    Keywords : ;

    Abstract : Data driven IDS development requires a vast amount of data to be effective against future attacks and a big problem is the lack of available data. This thesis explores the use of GANs (Generative adversarial networks) in generating attack data that can be used as apart of a training set for an IDS to improve the robustness against adversarial attacks. READ MORE

  5. 14. Domain Adaptation for Multi-Contrast Image Segmentation in Cardiac Magnetic Resonance Imaging

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Thomas Proudhon; [2023]
    Keywords : Cardiac Magnetic Resonance Imaging; Deep Learning; Domain Adaptation; Unsupervised Segmentation; Image-to-image Translation;

    Abstract : Accurate segmentation of the ventricles and myocardium on Cardiac Magnetic Resonance (CMR) images is crucial to assess the functioning of the heart or to diagnose patients suffering from myocardial infarction. However, the domain shift existing between the multiple sequences of CMR data prevents a deep learning model trained on a specific contrast to be used on a different sequence. READ MORE

  6. 15. Artificial Intelligence-driven web development and agile project management using OpenAI API and GPT technology : A detailed report on technical integration and implementation of GPT models in CMS with API and agile web development for quality user-centered AI chat service experience

    University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

    Author : Damjan Tosic; [2023]
    Keywords : ChatGPT; OpenAI API; WordPress; artificial intelligence; web development; user interface; chat service; agile project management; prompt engineering;

    Abstract : This graduation report explores the integration of Artificial Intelligence (AI) tools, specifically OpenAI's Generative Pre-trained Transformer (GPT) technology, into web development processes using WordPress (WP) for developing a AI-driven chat service. The focus of the project is on ImagineX AB, a private company that offers the educational service ChatGPT Utbildning aimed at teaching professionals to effectively utilize ChatGPT. READ MORE