CURRICULUM VITAE

Steffen Jung

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Contact

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mail@jung.vision
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+49 176 801 484 39
ORCID
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Semantic Scholar
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Area of Interest

Image Generation, Robustness, Learning for Combinatorial Optimization in Computer Vision

Education

11/2020 – Present
Ph.D. in Computer Vision
Max Planck Institute for Informatics, Saarbrücken
Supervisor: Prof. Dr. Margret Keuper
08/2017 – 10/2020
M.Sc. Data and Web Science
University of Mannheim
  • Master Thesis: Approaching Correlation Clustering with Convolutional Graph Neural Networks
02/2019 – 07/2019
Exchange semester
University of Adelaide
10/2006 – 10/2009
B.Sc. Business Informatics
Baden-Wuerttemberg Cooperative State University, Mannheim
  • Bachelor Thesis: Integration of Web 2.0 concepts in the intranet of Abbott Germany

Work Experience

11/2020 – Present

Doctoral Researcher

Max Planck Institute for Informatics, Saarbrücken

University of Siegen (co-affiliation since 10/2022)

10/2009 – 08/2017

Manager FP&A,
R&D Financial System Developer

AbbVie Deutschland GmbH & Co. KG, Ludwigshafen
(until 12/2012 Abbott GmbH & Co. KG)

Awards

02/2019
Baden-Württemberg-STIPENDIUM
08/2018
Deutschlandstipendium

Publications

05/2023
Neural Architecture Design and Robustness: A Dataset
ICLR 2023, project page
10/2022
Learning Where To Look -- Generative NAS is Surprisingly Efficient
ECCV 2022, arXiv, poster
10/2022
FrequencyLowCut Pooling -- Plug & Play against Catastrophic Overfitting
ECCV 2022, arXiv, poster
09/2022
Optimizing Edge Detection for Image Segmentation with Multicut Penalties
GCPR 2022, arXiv, poster
09/2022
Learning to solve Minimum Cost Multicuts efficiently using Edge-Weighted Graph Convolutional Neural Networks
ECML PKDD 2022, arXiv, poster
12/2021
Internalized Biases in Fréchet Inception Distance
NeurIPS 2021 Workshop on Distribution Shifts, OpenReview, poster
02/2021
Spectral Distribution aware Image Generation
AAAI 2021, arXiv, poster, code
09/2019
Building a Conference Recommender System based on SciGraph and WikiCFP
SEMANTiCS 2019, paper, demo


updated January 2023, Impressum