Deep Learning Bootcamp 2018

from Monday, 24 September 2018 (00:30) to Friday, 28 September 2018 (18:00)
Center for Systems Biology Dresden (Seminar Top Floor)

        : Sessions
    /     : Talks
        : Breaks
24 Sep 2018
25 Sep 2018
26 Sep 2018
27 Sep 2018
28 Sep 2018
AM
09:00
What can Deep Learning Do? Continued -Mr Sebastian Starke (HZDR) Mr Jeffrey Kelling (HZDR) (until 09:30) (Seminar Top Floor)
09:00 Q & A from day 1   (Seminar Top Floor)
09:30
How does Deep Learning Work? -Mr Walter de Back (TU Dresden / UKD) Mr Jeffrey Kelling (HZDR) Mr Sebastian Starke (HZDR) (until 12:00) (Seminar Top Floor)
09:30 Feed Forward Networks - Dr Walter de Back   (Seminar Top Floor)
10:30 --- Coffee Break ---
11:00 Back Propagation and Stochastic Gradient Descent - Mr Kashif Rasul (Zalando Research)   (Seminar Top Floor)
09:00
How does Deep Learning Work? (until 12:00) (Seminar Top Floor)
09:00 Regularization / Batch Normalization - Mr Sebastian Starke (HZDR)   (Seminar Top Floor)
10:00 Advanced Optimization - Mr Kashif Rasul (Zalando Research)   (Seminar Top Floor)
10:30 --- Coffee Break ---
11:00 CNN Architectures - Mr Kashif Rasul (Zalando Research)   (Seminar Top Floor)
09:00
What else can Deep Learning Do? (until 12:00) (Seminar Top Floor)
09:00 Uncertainty - Walter de Back   (Seminar Top Floor)
10:00 --- Coffee Break ---
10:30 Autoencoders and GANs - Mr Jeffrey Kelling (HZDR) Mr Walter de Back (TU Dresden / UKD)   (Seminar Top Floor)
11:30 Image restoration with convnets, Part 1 - Uwe Schmidt (MPI-CBG) Martin Weigert   (Seminar Top Floor)
09:00
Hackday (until 12:00) (Seminar Top Floor)
PM
12:30 --- Registration ---
14:00
What can Deep Learning Do? -Mr Jeffrey Kelling (HZDR) Mr Sebastian Starke (HZDR) (until 18:00) (Seminar Top Floor)
14:00 Introduction to (Deep) Machine Learning - Uwe Schmidt (MPI-CBG)   (Seminar Top Floor)
15:00 --- Coffee Break ---
15:30 Train a Cat/Dog classifier - Mr Sebastian Starke (HZDR) Mr Jeffrey Kelling (HZDR)   (Seminar Top Floor)
16:30 Transfer Learning - Mr Jeffrey Kelling (HZDR) Mr Sebastian Starke (HZDR)   (Seminar Top Floor)
20:00 --- Networking Dinner (self-paid) ---
12:00 --- Lunch ---
13:00
How does Deep Learning Work? (until 18:00) (Seminar Top Floor)
13:00 Lightning talks   (Seminar Top Floor)
13:30 Convolutional Neural Networks - Mr Jeffrey Kelling (HZDR)   (Seminar Top Floor)
14:30 --- Coffee Break ---
12:00 --- Lunch ---
13:00
What else can Deep Learning Do? (until 18:00) (Seminar Top Floor)
13:00 Lightning talks   (Seminar Top Floor)
13:30 Recurrent Neural Networks - Mr Steffen Seitz (TU Dresden)   (Seminar Top Floor)
14:30 --- Coffee Break ---
15:00 Single- and Multi-Object Detection - Mr Kashif Rasul (Zalando Research)   (Seminar Top Floor)
16:00 Segmentation - Mr Walter de Back (TU Dresden / UKD)   (Seminar Top Floor)
12:00 --- Lunch ---
13:00
What else can Deep Learning Do? (until 14:30) (Seminar Top Floor)
13:00 Image restoration with convnets, Part 2 - Martin Weigert Uwe Schmidt (MPI-CBG)   (Seminar Top Floor)
14:30 --- Change Rooms ---
15:00
Deep Learning in Industry - Peter Steinbach (until 19:00) (Seminar Top Floor)
15:00 Deep Learning in Industry   (Seminar Top Floor)
19:30 --- Good-bye Dinner (self-paid) ---
12:00 --- Lunch ---
13:00
Hackday (until 18:00) (Seminar Top Floor)