Theme: Machine Learning for Computer Vision (Lectures follow lectures on foundations by Prof. Bertschinger see webpage at FIAS)
June 26, 2019 Lecture Bridging ML Foundations to Systems ML – Slide link , AI rEvolution Video (Nov 2018) , Systems Engineering for Vision (2012), AI rEvolution Article (English Version), Frankfurt Forschung, 12/2018
Note: No exercise session on July 3rd, Homework: Watch the videos above and read the AI rEvolution article.
July 3, 2019 Machine Learning for Vision – Presentation , Systems Engineering Application Example – Dissertation , Presentation (Greiffenhagen)
Exercise Git Link: Neural Nets – Link to NN material (Martin Mundt, MLPR19)
July 10, 2019 Simulation for ML – Simulating Worlds For MachineLearning
Exercise Git Link: Python sources for Simulation (Tobias Weis Slides, Python notebook)
July 17, 2019 Introduction to Deep Learning, Links between Model-based design and Deep Architectures / learning Deep-Learning-Overview , Recent Debates on AI Donoho’s res;ponse to Jordan’s article
July 31, 2019 4:00 – 6:00pm, same classroom where lectures were held, ML-2 Exam