Hüger, Fabian

13 publications

NeurIPS 2025 FOCUS: Internal MLLM Representations for Efficient Fine-Grained Visual Question Answering Liangyu Zhong, Fabio Rosenthal, Joachim Sicking, Fabian Hüger, Thorsten Bagdonat, Hanno Gottschalk, Leo Schwinn

CVPRW 2022 Performance Prediction for Semantic Segmentation by a Self-Supervised Image Reconstruction Decoder Andreas Bär, Marvin Klingner, Jonas Löhdefink, Fabian Hüger, Peter Schlicht, Tim Fingscheidt

CVPRW 2021 An Unsupervised Temporal Consistency (TC) Loss to Improve the Performance of Semantic Segmentation Networks Serin Varghese, Sharat Gujamagadi, Marvin Klingner, Nikhil Kapoor, Andreas Bär, Jan David Schneider, Kira Maag, Peter Schlicht, Fabian Hüger, Tim Fingscheidt

CVPRW 2021 Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation Linara Adilova, Elena Schulz, Maram Akila, Sebastian Houben, Jan David Schneider, Fabian Hüger, Tim Wirtz

CVPRW 2020 Robust Semantic Segmentation by Redundant Networks with a Layer-Specific Loss Contribution and Majority Vote Andreas Bär, Marvin Klingner, Serin Varghese, Fabian Hüger, Peter Schlicht, Tim Fingscheidt

CVPRW 2020 Self-Supervised Domain Mismatch Estimation for Autonomous Perception Jonas Löhdefink, Justin Fehrling, Marvin Klingner, Fabian Hüger, Peter Schlicht, Nico M. Schmidt, Tim Fingscheidt

CVPRW 2020 Unsupervised Temporal Consistency Metric for Video Segmentation in Highly-Automated Driving Serin Varghese, Yasin Bayzidi, Andreas Bär, Nikhil Kapoor, Sounak Lahiri, Jan David Schneider, Nico M. Schmidt, Peter Schlicht, Fabian Hüger, Tim Fingscheidt

CVPRW 2020 Using Mixture of Expert Models to Gain Insights into Semantic Segmentation Svetlana Pavlitskaya, Christian Hubschneider, Michael Weber, Ruby Moritz, Fabian Hüger, Peter Schlicht, J. Marius Zöllner

CVPRW 2019 On the Robustness of Redundant Teacher-Student Frameworks for Semantic Segmentation Andreas Bär, Fabian Hüger, Peter Schlicht, Tim Fingscheidt

CVPRW 2019 The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks Felix Assion, Peter Schlicht, Florens Greßner, Wiebke Günther, Fabian Hüger, Nico M. Schmidt, Umair Rasheed

CVPRW 2019 The Ethical Dilemma When (Not) Setting up Cost-Based Decision Rules in Semantic Segmentation Robin Chan, Matthias Rottmann, Radin Dardashti, Fabian Hüger, Peter Schlicht, Hanno Gottschalk

CVPRW 2019 Unsupervised Domain Adaptation to Improve Image Segmentation Quality Both in the Source and Target Domain Jan-Aike Bolte, Markus Kamp, Antonia Breuer, Silviu Homoceanu, Peter Schlicht, Fabian Hüger, Daniel Lipinski, Tim Fingscheidt

ECML-PKDD 2018 Efficient Decentralized Deep Learning by Dynamic Model Averaging Michael Kamp, Linara Adilova, Joachim Sicking, Fabian Hüger, Peter Schlicht, Tim Wirtz, Stefan Wrobel