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 “"recurrent model"”.
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Acoustic-based machine learning diagnostic tool for voice disorders
… methods are presented, including deep acoustic recurrent model that combines frame-based cepstral and spectral features and Bi-directional Long short-term memory (Bi-LSTM) network, a 10-layer convolutional neural network (CNN) model with spectrogram of the speech as input, transfer learning from …
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Modelling hepatotoxicity in HIV/TB co-infected patients: extensions of the Cox Proportional Hazards Model
… objectives are to fit a Cox regression model, the resolution model of hepatotoxicity, and the extended Cox models for recurring events, including the Andersen Gill (AG) model, the Shared frailty model, the Prentice, Williams and Peterson (PWP) total time (TT) model, the PWP gap time (GT) …
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Learning distributions of transformations from small datasets for applied image synthesis
… of digital and watercolor paintings. Using a recurrent model of paint strokes and a novel training scheme, we create videos that tell a plausible visual story of the painting process.
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INVERSE APPROXIMATION THEORY OF RECURRENT MODELS FOR LEARNING SEQUENCES
… relationships is a challenging task in sequence modelling. Despite numerous empirical results demonstrating the difficulty of recurrent models in learning long-term relationships, this dissertation presents a series of theoretical studies on the learning of long-term memories using recurrent …