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 8 of 8 for “"Controllable Generation"”.
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Electrothermal Analysis of Gallium Nitride Island Transistor eHEMT Devices for Fault Tolerant Design
… device from GaN Systems with individually controllable generation regions for each island transistor in an array. The thermal model was linked to electrical SPICE models in OptiSPICE to produce an electrothermal simulator to be used to investigate the device behaviour when cells in the …
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Generative representations of 2D and 3D visual content: semantics, geometry, and appearance
… the potential to create content that is diverse, controllable, and physically realistic. Yet, major challenges remain: ensuring semantic alignment with human intent, incorporating geometric and structural priors, and enforcing physical plausibility in generated outputs. This thesis investigates …
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Automatic Integration and Differentiation of Probabilistic Programs
… relational data, and (3) the GenLM system for controllable generation from language models. We find that our techniques enable these systems to scale to a variety of complex, real-world problems, and to achieve state-of-the-art performance on a range of benchmarks.
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Personalized and adaptive therapeutic music generation from biosignals using knowledge-guided multimodal large language models
… ecosystem for personalized therapeutic music generation that combines discrete tokenization, evidence-grounded reasoning, and stabilized preference alignment. At the representation layer, the dissertation develops a family of tokenizers that convert continuous biomedical and media signals into …
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Toward building more accessible large language models: A preliminary empirical study on data scarcity in knowledge distillation and algorithm complexity in alignment
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2024-03-01 without embargo terms
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Interpreting Deep Neural Networks and Beyond: Visualization, Learning Dynamics, and Disentanglement
… learning disentangled representations and controllable generation, and 3) non-identifiability due to the unsupervised setting. To overcome these limitations, we propose new losses and network architectures based on StyleGAN [karras et al., 2019] for semi-supervised high-resolution …
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Quantum applications of Raman-mediated photon-pair generation
Controllable generation of photon pairs is essential for the utilization of quantum pair states for quantum applications such as quantum communication, quantum cryptography, teleportation, and linear optics quantum computing. Raman scattering is one of the most fundamental light-matter interactions …
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Towards Data Efficiency and Controllable Representations for Deep Learning in Resource-Constrained Domains
… Despite their promise for synthetic data generation, these models frequently lack mechanisms to disentangle generative factors at the representation level, limiting their controllability. Additionally, standardised evaluation metrics to assess the quality of disentanglement remain …