Essays about: "Gustaf Jacobzon"
Found 2 essays containing the words Gustaf Jacobzon.
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1. Multi-site Organ Detection in CT Images using Deep Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : When optimizing a controlled dose in radiotherapy, high resolution spatial information about healthy organs in close proximity to the malignant cells are necessary in order to mitigate dispersion into these organs-at-risk. This information can be provided by deep volumetric segmentation networks, such as 3D U-Net. READ MORE
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2. Generalizing Deep Deterministic Policy Gradient
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : We extend Deep Deterministic Policy Gradient, a state of the art algorithm for continuous control, in order to achieve a high generalization capability. To achieve better generalization capabilities for the agent we introduce drop-out to the algorithm one of the most successful regularization techniques for generalization in machine learning. READ MORE