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 10 of 10 for “"Implicit representation"”.
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Full Forest Treebanking
… analyses per utterance, my method works from an implicit representation, allowing the annotator to efficiently select the correct analysis from trillions of possibilities, without requiring the user or the computer to store or iterate over all of them. I explain the advantages and disadvantages …
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Parallel Gauss-Newton method for CP decomposition
… recent advancements have shown that use of an implicit representation of the linear system makes these methods competitive with alternating least squares in terms of speed. We provide a parallel implementation of a Gauss-Newton method for CP decomposition, which iteratively solves linear least …
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Efficient tools for the design and simulation of microelectromechanical and microfluidic systems
… for Stokes flow bounded by an infinite plane to implicitly represent the device substrate, requiring a number of modifications to the precorrected FFT algorithm. To calculate the velocity due to force distribution on a panel near a substrate an analytical panel integration algorithm was also …
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Self-organizing event maps
… clusters of similar events and provides an implicit representation of the regularity within the event space to which the system has been exposed. As part of this thesis, a test system that makes use of self-organizing event map architecture has been developed in conjunction with the Genesis …
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In Tension: Computational exploration of the design space of tensile network structures
… networks using semantic input and to develop an implicit representation of the space of equal edge length tensed network poses. Together, this new tool set and additional methods enable a more expansive exploration of the design space of tensile networks where design intent and practical …
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Investigating and Modeling the Effects of Task and Context on Drivers' Attention
… corrected ground truth boosts performance, the implicit representation is not sufficient to capture the effects of task and context on where drivers look. Lastly, motivated by these findings, we propose a task- and context-aware model for drivers' gaze prediction with explicit representation of …
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Image-based 3D Reconstructions via Differentiable Rendering of Neural Implicit Representations
… in Differentiable Rendering and Neural Implicit Representations have significantly pushed the limits of geometry and appearance reconstruction from RGB images. Utilizing their continuous, differentiable, and less restrictive representations, it is possible to optimize geometry and …
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Towards Integrated Audio-Visual Learning: From Vision-to-Audio Generation to a Unified Audio-Visual Framework
… has traditionally focused on either audio-visual representation learning or on generative modeling of one modality conditioned on the other. My research traverses audio-visual learning and connects audio-visual representation and generation from three distinct perspectives. In the first category, …
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A user-centred approach to information retrieval
… approach learns significantly more coherent representations when compared with a relevance modelling baseline. Third, I present a diversification approach based on the proposed framework. Diversification algorithms aim to return a result list for a search query that would potentially satisfy …
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Learning 3D Robotics Perception using Inductive Priors
Recent advances in deep learning have led to a data-centric intelligence in the last decade, i.e. artificially intelligent models unlocking the potential to ingest a large amount of data and be really good at performing digital tasks such as text-to-image generation, machine-human conversation, and …