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 5 of 5 for “"cross-modal learning"”.
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High-resolution tactile sensing for robotic perception
… of latent properties of fabrics through cross-modal learning with vision and touch.
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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 to …
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Effective Modeling in Medical Imaging with Constrained Data
… insufficient annotation, heterogeneity across sites, long-tailed distribution of findings/conditions/diseases, and sparsely presented information. In this dissertation, to utilize the constrained data effectively, we employ various computationally driven and clinically driven techniques, …
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A survey of IMU based cross-modal transfer learning in human activity recognition
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2026-05-01
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Integrating natural language with molecular structure
… unprecedented challenges in the coming decades across climate change, healthcare, and food security, each requiring innovative scientific solutions that are scalable, adaptable, and cost-effective. Further, we need to develop these solutions quickly. Broadly speaking, chemistry can provide …