Essays about: "transfer learning"
Showing result 31 - 35 of 516 essays containing the words transfer learning.
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31. Efficient Sentiment Analysis and Topic Modeling in NLP using Knowledge Distillation and Transfer Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This abstract presents a study in which knowledge distillation techniques were applied to a Large Language Model (LLM) to create smaller, more efficient models without sacrificing performance. Three configurations of the RoBERTa model were selected as ”student” models to gain knowledge from a pre-trained ”teacher” model. READ MORE
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32. Improving the accessibility of API documentation for non-technical users
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : Software documentation is one of the most important aspects of the software development process, as it allows the transfer of knowledge between individuals, regardless of their background and their technical knowledge. In particular, Application Programming Interfaces provide the basic structure for the communication and integration between different software systems. READ MORE
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33. Deep Learning-Based Anomaly Detection for Predictive Maintenance of Cold Isostatic Press
University essay from Mälardalens universitet/Akademin för innovation, design och teknikAbstract : Predictive maintenance is an automated technique that analyses sensor data from industrial systems to enable downtime planning. Available for this study is unlabelled data from sensors placed in proximity to hydraulic system outlets of a cold isostatic press. READ MORE
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34. Winter Wheat Harvest Prediction Using Primarily Satellite Radar Data from Sentinel-1
University essay from Lunds universitet/Matematik LTHAbstract : Aiding farmers with their tremendous task of sustainably and cost-efficiently feeding the world is of utmost importance. Information technology plays a crucial role in supporting farmers and supplying them with accurate information about their crops. READ MORE
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35. Image Colorization Based on Deep Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : With the development of artificial intelligence, there is a clear trend to combine computer technology with traditional industries. In recent years, with the development of digital media technology, many methods for coloring gray-scale images have been proposed. READ MORE