Essays about: "Generative Models"

Showing result 11 - 15 of 202 essays containing the words Generative Models.

  1. 11. Generative AI as a Tool for Swedish Startups - A qualitative study on how Generative AI can affect Swedish startups

    University essay from Göteborgs universitet/Graduate School

    Author : Filippa Gyllensvärd; Olivia Hiljegren; [2023-07-19]
    Keywords : Generative AI; Startup; Entrepreneurship; Innovation; Thematic analysis; Machine learning;

    Abstract : In today's rapidly evolving technological landscape, startups are constantly seeking new ways to innovate and stay ahead of the competition. One promising innovation is Generative AI, which uses large datasets to generate original content such as images, music, code, or text (McKinsey & Company, 2022). 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. Round-Trip Translation : A New Path for Automatic Program Repair using Large Language Models

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

    Author : Fernando Vallecillos Ruiz; [2023]
    Keywords : Automatic Program Repair; Software Engineering; Large Language Models; Round-Trip Translation; Neural Machine Translation; Automatisk programreparation; Mjukvaruutveckling; Stora språkmodeller; Tur och retur-översättning; Neural maskinöversättning;

    Abstract : Research shows that grammatical mistakes in a sentence can be corrected by machine translating it to another language and back. We investigate whether this correction capability of Large Language Models (LLMs) extends to Automatic Program Repair (APR), a software engineering task. READ MORE

  5. 14. 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

  6. 15. Design Automation of Air Intake Lips on an Aircraft : How to implement design automation for air intake lips in a later design concept phase

    University essay from Linköpings universitet/Produktrealisering

    Author : Wilma Blixt; Hilda Schönning; [2023]
    Keywords : Design Automation; Imagine and Shape; Subdivided surface; 3DExperience; CATIA; Air intake; MOKA; Knowledge Based Engineering;

    Abstract : Air intakes are complex components that are critical for the propulsion of the aircraft. The design has to consider requirements from several different departments, often contradictory. Additionally, the air intakes need to cooperate with other critical components. This makes testing of the models crucial, hence time-demanding. READ MORE