TeachingWs18DGM

Chair for Computer Aided Medical Procedures & Augmented Reality
Lehrstuhl für Informatikanwendungen in der Medizin & Augmented Reality

Hauptseminar/Master Seminar:
Deep Generative Models WS2018

Team: Prof. Nassir Navab, Dr. Vasileios Belagiannis, Dr. Federico Tombari, Iro Laina, Magda Paschali, Leslie Casas, Oliver Scheel, Yida Wang, Helisa Dhamo

Type: Advanced Seminar Course Module IN0014
Type: Master Seminar Module IN2107
Type: Seminar Module IN4826
SWS: 2+0
ECTS: 5 Credits
Location: MI 03.13.010
Time: TBD
Course Language: English

Announcements

  • 12.06.2018 - Preliminary meeting 21.06.2018 at 5:00pm, MI 03.13.010.

Introduction

  • The recent advances of generative models in Deep Learning will be studied in the Seminar Course. Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), adversarial learning and learning with adversaries compose the main topics of the seminar. A set of papers will cover the aforementioned topics. One or two lectures will be also offered to support the seminar.

Registration

Requirements

In this Seminar (formerly Hauptseminar), each student is asked to select one paper from a list. In order to successfully complete the seminar, participants have to fulfill these requirements:

  • Presentation: The selected paper is presented to the other participants (20 minutes presentation 10 minutes questions). Use the CAMP templates for PowerPoint camp-tum-jhu-slides.zip, or Latex: CAMP-latex-template.
  • Written Report: A document of maximum 8 pages is written and submitted one week after the presentation. Please download and use the llncs2e.zip Latex template.
  • Attendance: Participants have to participate actively in all seminar sessions.

The students are required to attend each seminar presentation which will be held during this course. Each presentation is followed by a discussion and everyone is encouraged to actively participate. Part of the discussions outcome will be included in the report too. The report must include all references used and must be written completely in your own words. Copy and paste will not be tolerated. Both report and presentation have to be done in English.

List of Publications

Nr Authors Title Conference Link Tutor Student

Schedule

The schedule for the paper presentations will be announced here during the semester. Each student is required to attend all presentations.

Date Time Title Speaker Material
17.10.2018 16:00 - 18:00 Lecture    
08.11.2018 16:00 - 18:00      
15.11.2018 16:00 - 18:00      
22.11.2018 16:00 - 18:00      
29.11.2018 16:00 - 18:00      
06.12.2018 16:00 - 18:00      
17.01.2019 (back up) 16:00 - 18:00      

TeachingForm
Title: Deep Generative Models
Professor: Prof. Nassir Navab, Dr. Vasileios Belagiannis, Dr. Federico Tombari
Tutors: Iro Laina, Magda Paschali, Yida Wang
Type: Hauptseminar
Information: Hauptseminar, SWS: 2, ECTS: 5
Term: 2018WiSe
Abstract:  


Edit | Attach | Refresh | Diffs | More | Revision r1.2 - 18 Jun 2018 - 06:45 - VasileiosBelagiannis

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