Essays about: "Generative models"

Showing result 6 - 10 of 202 essays containing the words Generative models.

  1. 6. Quantifying Generative AI's Influence on European Firm Valuation

    University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

    Author : Kevin Selling; Viktor Sjöström; [2024]
    Keywords : Productivity Improvement; Generative AI; Large Language Models; Corporate Valuation; Workforce Exposure;

    Abstract : This paper employs a quantitative approach to evaluate the influence of generative AI workforce exposure on firm value in light of recent AI advancements. We focus on public large-cap companies headquartered in the European Union, analyzing their workforce exposure to these AI technologies. READ MORE

  3. 7. Virtual H&E Staining Using PLS Microscopy and Neural Networks

    University essay from Lunds universitet/Matematik LTH

    Author : Sally Vizins; Hanna Råhnängen; [2024]
    Keywords : Deep learning; Virtual staining; Skin tissue; Hematoxylin Eosin; H E; Pathology; Carcinoma; Point light source illumination; Neural Networks; GANs; Generative adversarial networks; CNNs; Convolutional neural networks; Relativistic generative adversarial network; Unet; Digital microscopy; Attention-Unet; Dense-Unet; Mathematics and Statistics;

    Abstract : Histopathological examination, crucial in diagnosing diseases such as cancer, traditionally relies on time- and resource-consuming, poorly standardized chemical staining for tissue visualization. This thesis presents a novel digital alternative using generative neural networks and a point light source (PLS) microscope to transform unstained skin tissue images into their stained counterparts. READ MORE

  4. 8. Approximating Reasoning with Transformer Language Models

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Daniel Enström; Viktor Kjellberg; [2023-10-19]
    Keywords : natural language processing; nlp; automated reasoning; logic; inference; machine learning; transformers; language models; BERT; BART;

    Abstract : We conduct experiments with BART, a generative language-model architecture, to investigate its capabilities for approximating reasoning by learning from data. For this we use the SimpleLogic dataset, a dataset of satisfiability problems in propositional logic originally created by Zhang et al. (2022). READ MORE

  5. 9. Prompt engineering guidelines for LLMs in Requirements Engineering

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Simon Arvidsson; Johan Axell; [2023-08-07]
    Keywords : Requirements Engineering; Prompt Engineering; Generative AI; LLM; Prompt Guidelines;

    Abstract : The rapid emergence of large generative AI models has demonstrated their utility across a multitude of tasks. Ensuring the quality and accuracy of the models’ output is done in different ways. In this study, we focused on prompt engineering. READ MORE

  6. 10. AI for innovators - An exploratory study on the application of Artificial Intelligence as a supportive tool in the innovation process

    University essay from Göteborgs universitet/Graduate School

    Author : Mauro Campus; [2023-07-19]
    Keywords : Innovation; Innovation Drivers; Stages of Innovation; Innovation Models; Innovation Process; Artificial Intelligence; Industry 4.0 and Artificial Intelligence; Machine Learning; Deep Learning; Generative AI; Artificial Intelligence in Business; Artificial Intelligence and Innovation;

    Abstract : The technological evolution we are experiencing nowadays has impacted many businesses and industries. In this sense, one of the most influential technologies is certainly Artificial Intelligence, which especially in recent months has been at the centre of numerous debates. READ MORE