Essays about: "Multimodal learning"
Showing result 1 - 5 of 65 essays containing the words Multimodal learning.
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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. Classifying femur fractures using federated learning
University essay from Linköpings universitet/Statistik och maskininlärningAbstract : The rarity and subtle radiographic features of atypical femoral fractures (AFF) make it difficult to distinguish radiologically from normal femoral fractures (NFF). Compared with NFF, AFF has subtle radiological features and is associated with the long-term use of bisphosphonates for the treatment of osteoporosis. READ MORE
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3. CHATBOT TO SUPPORT LEARNING AMONG NEWCOMERS IN CITIZEN SCIENCE
University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärandeAbstract : Purpose: Citizen Science (CS) can be defined as the intentional involvement of the public as volunteers in scientific activities or research. Participation in CS can be described as a learning process, but long-term engagement of volunteers is hard to sustain. READ MORE
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4. THE TINY WEIGHT OF EMPTY SPACE
University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärandeAbstract : Purpose: The primary purpose of this study is to display the multimodal literacies embedded in how professionals deal with death and grief within two digitalized professional environments. One is a center for palliative care, in which death is at the center of professional practice. READ MORE
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5. POTENTIALS FOR LEARNING IN THE DESIGN OF DIGITAL TEXTBOOKS
University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärandeAbstract : Purpose: The aim of this study was to enhance the knowledge of the learning potentials associated with the different designs of digital textbooks and their implications for the representation of historical content. More specifically, the analysis focused on four Finnish digital history textbooks, with the Winter War being selected as the specific learning unit due to its significant role in the history of Finland. READ MORE
