43 citations
- Fraunhofer Institute for Manufacturing Engineering and AutomationDE2 papers
- GESIS - Leibniz Institute for the Social SciencesDE2 papers
- University of Duisburg-EssenDE2 papers
- University of MannheimDE2 papers
- University of StuttgartDE2 papers
- Fraunhofer Institute for High-Speed Dynamics, Ernst-Mach-InstitutDE1 paper
- Fraunhofer Institute for Transportation and Infrastructure SystemsDE1 paper
- Fraunhofer Institute of Optronics, System Technologies and Image ExploitationDE1 paper
- Institute of Science TokyoJP1 paper
- Karlsruhe Institute of TechnologyDE1 paper
- Technische Hochschule MannheimDE1 paper
- The University of TokyoJP1 paper
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cs.CV2024★ 4 cited
Guiding Video Prediction with Explicit Procedural Knowledge
Patrick Takenaka, Johannes Maucher, Marco F. Huber
We propose a general way to integrate procedural knowledge of a domain into deep learning models. We apply it to the case of video prediction, building on top of object-centric dee…
cs.CV2024★ 3 cited
Trapped in texture bias? A large scale comparison of deep instance segmentation
Johannes Theodoridis, Jessica Hofmann, Johannes Maucher +1
Do deep learning models for instance segmentation generalize to novel objects in a systematic way? For classification, such behavior has been questioned. In this study, we aim to u…