Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 15 of 15 for “"Multi-Modal Learning"”.
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Multi-modal learning for image and beyond
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2026-12-01
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Enhanced Feature Representation in Multi-Modal Learning for Driving Safety Assessment
… in driving safety through the development of multi-modal learning frameworks that leverage high-frequency, high-resolution driving data and videos to detect safety-critical events (SCEs). The research unfolds across four methodologies, each contributing to advance the field. The introductory …
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Multi-Modal Learning for Cross-Domain Analysis of Egocentric Action and Object Recognition
L'abstract è presente nell'allegato / the abstract is in the attachment
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Development of an Instructional Design Framework to Guide the Design of Multi-Modal Learning Environments
… compared to instructors and students in multi-modal research. Instructional designers need to keep up with the emerging technologies and changing educational landscape in order to equip instructors with the skills and knowledge they need to create meaningful learning experiences. One way …
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Reduce, reuse, redefine: An interactive framework for repurposing packaging materials through a sustainability-focused craft kit system using traditional and digital methods
… of supplemental instruments and digital learning tools. A multi-modal learning environment, established as the Caravan Craft Kit System, promotes consumer-driven methods for reusing materials found in homes, offices, and community spaces with increased accessibility and community …
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Do accelerated, work-based programmes enhance student learning? An action research study
Flexible learning has been an important part of Government policy for over 20 years. Often connected to economic performance, the driver is improved productivity. This study critically evaluates the development and delivery of two flexible learning programmes - BA (Hons) Advertising (WBL) and BA …
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Do accelerated, work-based programmes enhance student learning? An action research study.
Flexible learning has been an important part of Government policy for over 20 years. Often connected to economic performance, the driver is improved productivity. This study critically evaluates the development and delivery of two flexible learning programmes - BA (Hons) Advertising (WBL) and BA …
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Does the agent say what it sees: an analysis in 3D question answering
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2025-05-01
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Connecting vision and language via image retrieval and captioning
… and language, e.g. image/video captioning, multi-modal image retrieval, visual question answering. In this thesis, we consider several problems in cross-modal learning from vision and language. First, the problem of composed query image retrieval is studied. In this problem, the objective is …
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Efficient Distributed and Multi-Modal Machine Learning in Wireless Networks
… (AI)-native, in that they will embed machine learning (ML) and AI techniques from the application layer down to the physical layer. However, training and deploying ML models in wireless networks presents two key challenges pertaining to the limited computing and resources of wireless devices …
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Egocentric video understanding across modalities and domains
L'abstract è presente nell'allegato / the abstract is in the attachment
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Are Vision Large Language Models Road-Ready? Benchmarking and Adapting VLLMs for Safety-Critical Driving Video Understanding
… crashes and near-crashes), whereas existing multimodal benchmarks are dominated by routine scenes, focus on narrow sub-tasks, and often rely on evaluation protocols that are vulnerable to guessing and position bias. To address these gaps, this thesis introduces DVBench, a pioneering benchmark …
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Polychronization as a mechanism for language acquisition in spiking neural networks
The capacity of an intelligent agent to process complex patterns in signals such as language rests heavily on the nature of the internal representation of the relevant information. Furthermore, the acquisition of internal representation is an inherently closed-loop process in which an intelligent …
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Visual Domain Generalization via Self-Supervised Learning
L'abstract è presente nell'allegato / the abstract is in the attachment