Steffen Jung

According to our database, Steffen Jung authored at least 17 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

TRIX- Trading Adversarial Fairness via Mixed Adversarial Training.

Tejaswini Medi, Steffen Jung, Margret Keuper

CoRR, July, 2025

Corner Cases: How Size and Position of Objects Challenge ImageNet-Trained Models.

Mishal Fatima, Steffen Jung, Margret Keuper

CoRR, May, 2025

Deep Learning for Climate Action: Computer Vision Analysis of Visual Narratives on X.

Katharina Prasse, Marcel Kleinmann, Inken Adam, Kerstin Beckersjuergen, Andreas Edte, Jona Frroku, Timotheus Gumpp, Steffen Jung, Isaac Bravo, Stefanie Walter, Margret Keuper

CoRR, March, 2025

FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training.

Tejaswini Medi, Steffen Jung, Margret Keuper

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Can We Talk Models Into Seeing the World Differently?

Paul Gavrikov, Jovita Lukasik, Steffen Jung, Robert Geirhos, Muhammad Jehanzeb Mirza, Margret Keuper, Janis Keuper

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Are Vision Language Models Texture or Shape Biased and Can We Steer Them?

Paul Gavrikov, Jovita Lukasik, Steffen Jung, Robert Geirhos, Bianca Lamm, Muhammad Jehanzeb Mirza, Margret Keuper, Janis Keuper

CoRR, 2024

CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks.

Shashank Agnihotri, Steffen Jung, Margret Keuper

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Happy People - Image Synthesis as Black-Box Optimization Problem in the Discrete Latent Space of Deep Generative Models.

Steffen Jung, Jan Christian Schwedhelm, Claudia Schillings, Margret Keuper

CoRR, 2023

Neural Architecture Design and Robustness: A Dataset.

Steffen Jung, Jovita Lukasik, Margret Keuper

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Local Spherical Harmonics Improve Skeleton-Based Hand Action Recognition.

Katharina Prasse, Steffen Jung, Yuxuan Zhou, Margret Keuper

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

2022

FrequencyLowCut Pooling - Plug & Play against Catastrophic Overfitting.

Julia Grabinski, Steffen Jung, Janis Keuper, Margret Keuper

CoRR, 2022

Learning to Solve Minimum Cost Multicuts Efficiently Using Edge-Weighted Graph Convolutional Neural Networks.

Steffen Jung, Margret Keuper

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Learning Where to Look - Generative NAS is Surprisingly Efficient.

Jovita Lukasik, Steffen Jung, Margret Keuper

Proceedings of the Computer Vision - ECCV 2022, 2022

FrequencyLowCut Pooling - Plug and Play Against Catastrophic Overfitting.

Julia Grabinski, Steffen Jung, Janis Keuper, Margret Keuper

Proceedings of the Computer Vision - ECCV 2022, 2022

Optimizing Edge Detection for Image Segmentation with Multicut Penalties.

Steffen Jung, Sebastian Ziegler, Amirhossein Kardoost, Margret Keuper

Proceedings of the Pattern Recognition, 2022

2021

Spectral Distribution Aware Image Generation.

Steffen Jung, Margret Keuper

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Building a Conference Recommender System Based on SciGraph and WikiCFP.

Andreea Iana, Steffen Jung, Philipp Naeser, Aliaksandr Birukou, Sven Hertling, Heiko Paulheim

Proceedings of the Semantic Systems. The Power of AI and Knowledge Graphs, 2019