Search for dissertations about: "Maki Atsuto"
Found 5 swedish dissertations containing the words Maki Atsuto.
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1. Sensorimotor Robot Policy Training using Reinforcement Learning
Abstract : Robots are becoming more ubiquitous in our society and taking over many tasks that were previously considered as human hallmarks. Many of these tasks, e.g. READ MORE
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2. On Medical Image Segmentation With Noisy Labels
Abstract : It is well known that data sets used for training and testing automatic medical image segmentation methods often contain a lot of label noise. Such noise affects the performance of the methods and has been subject to a lot of research. READ MORE
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3. Fast, Robust and Scalable Clustering Algorithms with Applications in Computer Vision
Abstract : In this thesis, we address a number of challenges in cluster analysis. We begin by investigating one of the oldest and most challenging problems: determining the number of clusters, k. READ MORE
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4. Convolutional Network Representation for Visual Recognition
Abstract : Image representation is a key component in visual recognition systems. In visual recognition problem, the solution or the model should be able to learn and infer the quality of certain visual semantics in the image. READ MORE
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5. Sharing to learn and learning to share : Fitting together metalearning and multi-task learning
Abstract : This thesis focuses on integrating learning paradigms that ‘share to learn,’ i.e., Multitask Learning (MTL), and ‘learn (how) to share,’ i.e. READ MORE