Teaching GuideTerm Faculty of Computer Science |
Máster Universitario en Visión por Computador |
Subjects |
Advanced Machine Learning for Computer Vision |
Contents |
Identifying Data | 2020/21 | |||||||||||||
Subject | Advanced Machine Learning for Computer Vision | Code | 614535008 | |||||||||||
Study programme |
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Descriptors | Cycle | Period | Year | Type | Credits | |||||||||
Official Master's Degree | 2nd four-month period |
First | Obligatory | 6 | ||||||||||
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Topic | Sub-topic |
Multilayer perception and backpropagation. |
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Convolutional and recurrent networks |
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Principles of deep learning |
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Self-supervised learning and autoencoders |
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Advanced neural models for computer vision. |
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Advanced supervised learning paradigms |
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Selected topics in machine learning for computer vision |
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Advanced applications in computer vision. |
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