Deep Learning Bootcamp 2018
from
Monday, 24 September 2018 (00:30)
to
Friday, 28 September 2018 (18:00)
Monday, 24 September 2018
12:30
Registration
Registration
12:30 - 14:00
Room: Seminar Top Floor
14:00
14:00 - 18:00
Room: Seminar Top Floor
Contributions
14:00
Introduction to (Deep) Machine Learning
-
Uwe Schmidt
(
MPI-CBG
)
15:30
Train a Cat/Dog classifier
-
Jeffrey Kelling
(
HZDR
)
Sebastian Starke
(
HZDR
)
16:30
Transfer Learning
-
Jeffrey Kelling
(
HZDR
)
Sebastian Starke
(
HZDR
)
20:00
Networking Dinner (self-paid)
Networking Dinner (self-paid)
20:00 - 22:00
Tuesday, 25 September 2018
09:00
Practical Improvements
Practical Improvements
09:00 - 09:30
Room: Seminar Top Floor
Contributions
09:00
Q & A from day 1
09:30
Neural Networks and Back-Propagation
Neural Networks and Back-Propagation
09:30 - 12:00
Room: Seminar Top Floor
Contributions
09:30
Feed Forward Networks
-
Walter de Back
11:00
Back Propagation and Stochastic Gradient Descent
-
Kashif Rasul
(
Zalando Research
)
12:00
Lunch
Lunch
12:00 - 13:00
Room: Canteen
13:00
13:00 - 18:00
Room: Seminar Top Floor
Contributions
13:00
Lightning talks
13:30
Convolutional Neural Networks
-
Jeffrey Kelling
(
HZDR
)
Wednesday, 26 September 2018
09:00
09:00 - 12:00
Room: Seminar Top Floor
Contributions
09:00
Regularization / Batch Normalization
-
Sebastian Starke
(
HZDR
)
10:00
Advanced Optimization
-
Kashif Rasul
(
Zalando Research
)
11:00
CNN Architectures
-
Kashif Rasul
(
Zalando Research
)
12:00
Lunch
Lunch
12:00 - 13:00
Room: Canteen
13:00
13:00 - 18:00
Room: Seminar Top Floor
Contributions
13:00
Lightning talks
13:30
Recurrent Neural Networks
-
Steffen Seitz
(
TU Dresden
)
15:00
Single- and Multi-Object Detection
-
Kashif Rasul
(
Zalando Research
)
16:00
Segmentation
-
Walter de Back
(
TU Dresden / UKD
)
Thursday, 27 September 2018
09:00
09:00 - 12:00
Room: Seminar Top Floor
Contributions
09:00
Uncertainty
-
Walter de Back
10:30
Autoencoders and GANs
-
Jeffrey Kelling
(
HZDR
)
Walter de Back
(
TU Dresden / UKD
)
11:30
Image restoration with convnets, Part 1
-
Martin Weigert
Uwe Schmidt
(
MPI-CBG
)
12:00
Lunch
Lunch
12:00 - 13:00
Room: Seminar Top Floor
13:00
13:00 - 14:30
Room: Seminar Top Floor
Contributions
13:00
Image restoration with convnets, Part 2
-
Martin Weigert
Uwe Schmidt
(
MPI-CBG
)
14:30
Change Rooms
Change Rooms
14:30 - 15:00
Room: Seminar Top Floor
15:00
15:00 - 19:00
Room: Seminar Top Floor
Contributions
15:00
Deep Learning in Industry
19:30
Good-bye Dinner (self-paid)
Good-bye Dinner (self-paid)
19:30 - 21:30
Friday, 28 September 2018
09:00
Bring your own data
Bring your own data
09:00 - 12:00
Room: Seminar Top Floor
12:00
Lunch
Lunch
12:00 - 13:00
Room: Seminar Top Floor
13:00
13:00 - 18:00
Room: Seminar Top Floor