Essays about: "image text"
Showing result 1 - 5 of 243 essays containing the words image text.
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1. Where to Fuse
University essay from Lunds universitet/Matematisk statistikAbstract : 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
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2. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder
University essay from Lunds universitet/Fysiska institutionenAbstract : 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
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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)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
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4. Unlocking Poliphilo’s Dream: Towards a digital scholarly edition of the Hypnerotomachia Poliphili
University essay from Linnéuniversitetet/Institutionen för kulturvetenskaper (KV)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
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5. Risk analysis of implementing Machine Learning in construction projects
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : 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