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Practical courses @ TUM SS25
Advanced Topics in 3D Computer Vision (IN2106, IN4023)
Expert-Level Deep Learning for Computer Vision and Biomedicine
Practical Course - Deep Learning for Spatial AI
Practical Course - Machine Learning in Medical Imaging (IN2106, IN4142)
Practical Course - Vision-based Navigation IN2106 (6h SWS - 10 ECTS)
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Deep Learning for 3D Perception
Latent Intrinsics Emerge from Training to Relight
Machine Learning @ TUM
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Autoencoders
Nonlinearity of deep learning
Numerical stability of softmax
Optimising Likelihoods - Monotonic Transforms
Principal Component Analysis (PCA)
Properties of MLE and MAP
t-SNE
Machine Learning for 3D geometry @ TUM
Final report - Enhanced monocular 3D Object Reconstruction
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Machine Learning @ TUM
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Assignments
Folder: Projects/Machine-Learning-@-TUM/Assignments
7 items under this folder.
Jun 02, 2025
t-SNE
Jun 02, 2025
Properties of MLE and MAP
Jun 02, 2025
Principal Component Analysis (PCA)
Jun 02, 2025
Optimising Likelihoods - Monotonic Transforms
Jun 02, 2025
Numerical stability of softmax
Jun 02, 2025
Nonlinearity of deep learning
Jun 02, 2025
Autoencoders