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.
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Showing 1 to 4 of 4 for “"Multimodal Large Language Model"”.
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LLM-as-Judge for Reliable Crack Segmentation in Edge-Based Structural Inspection
… bridges, and buildings. While deep learning models—particularly convolutional encoder--decoder architectures—have achieved high accuracy in pixel-level crack segmentation, their deployment in real-world environments introduces significant reliability challenges. In practical scenarios, …
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Efficient Knowledge Transfer and Adaptation for Speech and Beyond
… learning, parameter-efficient adaptation, and multimodal modeling. First, we provide a comprehensive framework for class-incremental spoken language understanding, allowing models to incrementally learn new intents and entities while retaining previously acquired knowledge. Using knowledge …
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Personalized and adaptive therapeutic music generation from biosignals using knowledge-guided multimodal large language models
Multimodal generative models are reshaping digital therapeutics by enabling real-time synthesis of personalized content aligned with a user’s physiological and affective state. However, existing systems remain fragmented across modalities and often lack a unified framework that can jointly …
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GlitchAgent: Detecting Video Game Glitches from Gameplay Videos
… The videos are annotated with detailed, natural-language glitch descriptions and precise temporal timestamps, created through a semi-automated pipeline leveraging Multimodal Large Language Models (MLLMs) and human validation. Second, we propose GlitchAgent, a multi-stage framework for open-ended …