Fingscheidt, Tim

24 publications

ECCV 2024 Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding Danish Nazir, Timo Bartels, Jan Piewek, Thorsten Bagdonat, Tim Fingscheidt

WACV 2024 Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation Joshua Niemeijer, Manuel Schwonberg, Jan-Aike Termöhlen, Nico M. Schmidt, Tim Fingscheidt

CVPRW 2024 Low-Resolution-Only Microscopy Super-Resolution Models Generalizing to Non-Periodicities at Atomic Scale Björn Möller, Zhengyang Li, Markus Etzkorn, Tim Fingscheidt

ECCVW 2024 On Camera and LiDAR Positions in End-to-End Autonomous Driving Malte Stelzer, Jan Pirklbauer, Jan Bickerdt, Volker Schomerus, Jan Piewek, Thorsten Bagdonat, Tim Fingscheidt

CVPRW 2023 A Novel Benchmark for Refinement of Noisy Localization Labels in Autolabeled Datasets for Object Detection Andreas Bär, Jonas Uhrig, Jeethesh Pai Umesh, Marius Cordts, Tim Fingscheidt

ICCVW 2023 A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation Jan-Aike Termöhlen, Timo Bartels, Tim Fingscheidt

CVPRW 2023 A Super-Resolution Training Paradigm Based on Low-Resolution Data Only to Surpass the Technical Limits of STEM and STM Microscopy Björn Möller, Jan Pirklbauer, Marvin Klingner, Peer Kasten, Markus Etzkorn, Tim J. Seifert, Uta Schlickum, Tim Fingscheidt

CVPRW 2023 Improvements to Image Reconstruction-Based Performance Prediction for Semantic Segmentation in Highly Automated Driving Andreas Bär, Daniel Kusuma, Tim Fingscheidt

ICCVW 2023 What Does Really Count? Estimating Relevance of Corner Cases for Semantic Segmentation in Automated Driving Jasmin Breitenstein, Florian Heidecker, Maria Lyssenko, Daniel Bogdoll, Maarten Bieshaar, J. Marius Zöllner, Bernhard Sick, Tim Fingscheidt

CVPRW 2022 Adaptive Bitrate Quantization Scheme Without Codebook for Learned Image Compression Jonas Löhdefink, Jonas Sitzmann, Andreas Bär, Tim Fingscheidt

ECCVW 2022 Joint Prediction of Amodal and Visible Semantic Segmentation for Automated Driving Jasmin Breitenstein, Jonas Löhdefink, Tim Fingscheidt

CVPRW 2022 On the Choice of Data for Efficient Training and Validation of End-to-End Driving Models Marvin Klingner, Konstantin Müller, Mona Mirzaie, Jasmin Breitenstein, Jan-Aike Termöhlen, Tim Fingscheidt

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

ICCVW 2021 Description of Corner Cases in Automated Driving: Goals and Challenges Daniel Bogdoll, Jasmin Breitenstein, Florian Heidecker, Maarten Bieshaar, Bernhard Sick, Tim Fingscheidt, J. Marius Zöllner

CVPRW 2021 Improving Online Performance Prediction for Semantic Segmentation Marvin Klingner, Andreas Bär, Marcel Mross, Tim Fingscheidt

WACV 2021 SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving Varun Ravi Kumar, Marvin Klingner, Senthil Yogamani, Stefan Milz, Tim Fingscheidt, Patrick Mader

CVPRW 2020 Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth Estimation Marvin Klingner, Andreas Bär, Tim Fingscheidt

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

ECCV 2020 Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance Marvin Klingner, Jan-Aike Termhlen, Jonas Mikolajczyk, 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 2019 On the Robustness of Redundant Teacher-Student Frameworks for Semantic Segmentation Andreas Bär, Fabian Hüger, Peter Schlicht, Tim Fingscheidt

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