Essays about: "image and text"

Showing result 1 - 5 of 243 essays containing the words image and text.

  1. 1. Where to Fuse

    University essay from Lunds universitet/Matematisk statistik

    Author : Lukas Petersson; [2024]
    Keywords : Technology and Engineering;

    Abstract : This thesis investigates fusion techniques in multimodal transformer models, focusing on enhancing the capabilities of large language models in understanding not just text, but also other modalities like images, audio, and sensor data. The study compares late fusion (concatenating modality tokens after separate encoding) and early fusion (concatenating before encoding) techniques, examining their respective advantages and disadvantages. READ MORE

  3. 2. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

    University essay from Lunds universitet/Fysiska institutionen

    Author : Max Svensson; [2024]
    Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

    Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

  4. 3. Sweden´s representation in Utvandrarna and its adaptations : The image of Sweden in the Utvandrar-series

    University essay from Linnéuniversitetet/Institutionen för film och litteratur (IFL)

    Author : André Gustafsson; [2024]
    Keywords : Adaption; Vilhelm Moberg; Sverige; Jan Troell; Erik Poppe; Utvandrarna; adaptionsanalys;

    Abstract : This study is an adaptation analysis focusing on the portrayal of Sweden in Jan Troell´s film The Emigrants (1971) and Eric Poppe´s film The Emigrants (2021), which is based on the book by the same name, written by Vilhelm Moberg. Both the films and book are discussed and analyzed to find similarities and differences between them. READ MORE

  5. 4. Unlocking Poliphilo’s Dream: Towards a digital scholarly edition of the Hypnerotomachia Poliphili

    University essay from Linnéuniversitetet/Institutionen för kulturvetenskaper (KV)

    Author : Efthymia Priki; [2024]
    Keywords : Hypnerotomachia Poliphili; digital scholarly edition; early modern books; reception studies;

    Abstract : Hypnerotomachia Poliphili is a fifteenth-century illustrated incunabulum first published in 1499 by Aldo Manuzio in Venice. It delivers the story of two lovers separated by death but united in a dream; in fact, the entire book is a complex, multi-layered dream narrative which gradually unfolds through the interaction between text and image, inviting readers to engage with its rich content in a playful manner. READ MORE

  6. 5. Risk analysis of implementing Machine Learning in construction projects

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

    Author : Aki Roy; [2024]
    Keywords : Construction; Machine Learning; Unstructured Data; Image Processing; Text Processing; Project Analysis; Data Management; Risk Identification;

    Abstract : Machine Learning has significantly influenced development across domains by leveraging incoming and existing data. However, despite its advancements, criticism persists regarding its failure to adequately address real-world problems, with the construction domain being an example. READ MORE