Teaching

Introduction to Deep Learning (I2DL) (IN2346)

Summer semester 2018.

Machine Learning Basics, Linear Classifier, Multi-Layer Perceptron, Regularization, Training, Optimization, Backpropagation, Convolutional Neural Networks, Recurrent Neural Networks.


Past semesters

Deep Learning for Computer Vision (IN2346)

Winter semester 2017/18.

Machine Learning Basics, Linear Classifier, Multi-Layer Perceptron, Regularization, Training, Optimization, Backpropagation, Convolutional Neural Networks, Recurrent Neural Networks, Advanced architectures, Generative Models, Variational Autoencoders.