Johanna Garthe
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Multi-Modal Machine Learning. An Introduction to BERT Pre-Trained Visio-Linguistic Models (eBook, PDF)

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Seminar paper from the year 2021 in the subject Computer Sciences - Computational linguistics, grade: 1,3, University of Trier (Computerlinguistik und Digital Humanities), course: Mathematische Modellierung, language: English, abstract: In the field of multi-modal machine learning, where the fusion of various sensory inputs shapes learning paradigms, this paper provides an introduction to BERT-based pre-trained visio-linguistic models by specifically summarizing and analyzing two approaches: ViLBERT and VL-BERT, aiming to highlight and discuss their distinctive characteristics. The paper is st...

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