Essays about: "end-to-end learning"
Showing result 11 - 15 of 80 essays containing the words end-to-end learning.
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11. Reproducibility and Applicability of a Fuzzy-based Routing Algorithm in Wireless Sensor Networks
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Wireless sensor networks is a broad subject with many applications and interesting research areas, such as optimization within connectivity and energy efficiency. One problem is that most published articles in this field use customized simulation environments and do not provide source code of their implementation. READ MORE
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12. Classification of physical exercises using Machine Learning
University essay from Högskolan i HalmstadAbstract : Classification of physical exercises is an important task in many applications, particularly within health services. Innowearable AB has developed a device called Inno-X that collects data using an accelerometer and sEMG sensors. READ MORE
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13. Deep learning for temporal super-resolution of 4D Flow MRI
University essay from KTH/Matematik (Avd.)Abstract : The accurate assessment of hemodynamics and its parameters play an important role when diagnosing cardiovascular diseases. In this context, 4D Flow Magnetic Resonance Imaging (4D Flow MRI) is a non-invasive measurement technique that facilitates hemodynamic parameter assessment as well as quantitative and qualitative analysis of three-directional flow over time. READ MORE
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14. Fast Simulations of Radio Neutrino Detectors : Using Generative Adversarial Networks and Artificial Neural Networks
University essay from Uppsala universitet/HögenergifysikAbstract : Neutrino astronomy is expanding into the ultra-high energy (>1017eV) frontier with the use of in-ice detection of Askaryan radio emission from neutrino-induced particle showers. There are already pilot arrays for validating the technology and the next few years will see the planning and construction of IceCube-Gen2, an upgrade to the current neutrino telescope IceCube. READ MORE
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15. An End-to-End Native Language Identification Model without the Need for Manual Annotation
University essay from Uppsala universitet/Institutionen för lingvistik och filologiAbstract : Native language identification (NLI) is a classification task which identifies the mother tongue of a language learner based on spoken or written material. The task gained popularity when it was featured in the 2017 BEA-12-workshop and since then many applications have been successfully found for NLI - ranging from language learning to authorship identification and forensic science. READ MORE