Deep Learning Train-the-Trainer workshop

Jun 9, 2022, 1:00 PM → Jun 10, 2022, 2:00 PM Europe/Berlin

Building B, Level 06 Room 01 (Bergische Universität Wuppertal)

DIG-UM with ErUM-Data-Hub

This is the second Deep Learning Train-the-Trainer workshop organized by DIG-UM with support from the ErUM-Data-Hub.
Aim of this workshop is to educate lecturers for future teaching activities and to provide material to give lecture series on deep learning, including hands-on-exercises. This workshop is addressed to scientists from all ErUM communities with prior knowledge of neural networks with an academic level of postdoc or higher.
All attendees should be willing to give in the future deep learning lectures at schools and workshops.

A fee of 50€ will be charged for participation in the workshop.
Deadline for registration is June 1st.

Please take note of the current Corona measures linked here.

 

 

Deep Learning Train-the-Trainer Workshop 2 - Advanced Concepts.pdf

Thursday, June 9

1:00 PM → 2:00 PM Arrival

2:00 PM → 2:15 PM Welcome

Welcome_Wuppertal_09_06_2022.pdf

2:15 PM → 3:45 PM Graph Neural Networks

Graph_network_lecture.pdf

2:15 PM Graph Neural Networks

Speaker: Dr Jonas Glombitza (RWTH Aachen University)

Graph_network_lecture.pdf

3:45 PM → 4:15 PM Coffee

4:15 PM → 5:45 PM Autoencoders

4:15 PM Autoencoders

Speaker: Prof. Uwe Klemradt (RWTH Aachen University)

Lecture_Autoencoders_U_Klemradt.pdf

Friday, June 10

9:00 AM → 10:30 AM Generative Adversarial Networks

9:00 AM Generative Adversarial Networks

Speaker: Dr Caroline Heneka (University of Hamburg)

Heneka_GAN_TrainTheTrainer_2022_tutorial.pdf

10:30 AM → 11:00 AM Coffee

11:00 AM → 12:30 PM Normalizing Flows

11:00 AM Normalizing Flows

Speaker: Dr Roger Wolf (KIT - Karlsruhe Institute of Technology (DE))

NormalizingFlows_Roger_Wolf.pdf

12:30 PM → 12:45 PM Farewell

12:45 PM → 1:45 PM Depart