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TUM
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)
Projects
Deep Learning for 3D Perception
Latent Intrinsics Emerge from Training to Relight
Machine Learning @ TUM
Assignments
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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Projects
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Jun 02, 2025
Machine-Learning-for-3D-geometry-@-TUM
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Jun 02, 2025
Machine Learning @ TUM
Jun 02, 2025
Deep-Learning-for-3D-Perception
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