Program
|
April 3rd
Day 1 / Foundations of Deep Learning |
9.00 - 9.15 |
Prof. Dr. Nassir Navab - Chair for Computer Aided Medical Procedures and Augmented Reality, Fakultät für Informatik, Technische Universität München |
9.15 - 10.30 |
Fundamentals of Deep Learning
Christian Rupprecht |
11.00 - 12.00 |
Introduction to Convolutional Neural Networks
Iro Laina |
12.00 - 13.30 |
Lunch Break |
13.30 - 15.00 |
Introduction to Autoencoders
Abhijit Guha Roy, Sailesh Conjeti |
15.30 - 17.00 |
Introduction to Recurrent Neural Networks
Dr. Ahmad Ahmadi, Felix Achilles |
|
April 4th
Day 2 / State of the Art and Applications |
9.00 - 10.00 |
Advanced methodologies for Convolutional Neural NetworksChristian Rupprecht |
10.00 - 11.00 |
Domain Adaptation in Deep Learning
Sailesh Conjeti |
11.30 - 12.30 |
Deep Learning for Medical Applications I
Dr. Ahmad Ahmadi |
12.30 - 14.00 |
Lunch Break |
14.00 - 15.00 |
Deep Learning for Medical Applications II
Shadi Albarqouni |
15.00 - 16.00 |
Recent Advancements in Recurrent Neural Networks
Robert DiPietro |
16.30 - 17.30 |
Deep Learning in Computer Vision
Federico Tombari & Iro Laina |
|
April 5th
Day 3 / Hands on Session |
9.00 - 10.30 |
Introduction to TensorFlow |
11.00 - 12.30 |
TensorFlow, Practical Session I |
12.30 - 14.00 |
Lunch Break |
14.00 - 15.30 |
TensorFlow, Practical Session II |
16.00 - 17.30 |
TensorFlow, Practical Session III |