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Found 3 essays matching the above criteria.
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1. Implementing a Network Optimized Federated Learning Method From the Ground up
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This bachelor thesis presents the implementation ofa simple fully connected neural network (FCNN) and federatedneural network with stochastic quantization from scratch andcompares their performance. Federated learning enables multipleparties to contribute to a machine learning model withoutsharing their sensitive data. READ MORE
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2. News article segmentation using multimodal input : Using Mask R-CNN and sentence transformers
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In this century and the last, serious efforts have been made to digitize the content housed by libraries across the world. In order to open up these volumes to content-based information retrieval, independent elements such as headlines, body text, bylines, images and captions ideally need to be connected semantically as article-level units. READ MORE
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3. Visualization of neural data : Dynamic representation and analysis of accumulated experimental data
University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)Abstract : The scientific method is an integral part of the investigation and exploration of hypotheses. Although procedures may vary from one field to the next, most have common identifiable stages. Today, there is no lack of tools that illustrate data in different graphical mediums. READ MORE
