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Titlebook: KI 2020: Advances in Artificial Intelligence; 43rd German Conferen Ute Schmid,Franziska Klügl,Diedrich Wolter Conference proceedings 2020 S

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A Virtual Caregiver for Assisted Daily Living of Pre-frail Usersminary study has been carried on over 2 months with 15 users. This study suggests that the presence of the Virtual Caregiver encourages people to use the Movecare platform more consistently, which in turn could result in better monitoring and prevention of cognitive and physical decline.
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Dynamic Channel and Layer Gating in Convolutional Neural Networksparticular layer will be executed. This results in neural networks that adapt their own topology conditioned on the input image. Experiments using the CIFAR10 and MNIST datasets show how competitive results in image classification with respect to accuracy can be achieved while saving up to 50% computational resources.
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Low-Rank Subspace Override for Unsupervised Domain Adaptation parameterization. By employing low-rank techniques, we emphasize on descriptive characteristics of data. The presented idea is evaluated on various domain adaptation tasks such as text and image classification against state of the art domain adaptation approaches and achieves remarkable performance across all tasks.
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Conference proceedings 2020issions..As well-established annual conference series KI is dedicated to research on theory and applications across all methods and topic areas of AI research. KI 2020 had a special focus on human-centered AI with highlights on AI and education and explainable machine learning. .Due to the Corona pandemic KI 2020 was held as a virtual event..
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