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Katja Ludwig

Wissenschaftliche Mitarbeiterin
Lehrstuhl für Maschinelles Lernen und Maschinelles Sehen
Telefon: +49 (821) 598 4386
E-Mail:
Raum: 1025 (N)
Sprechzeiten: Nach Vereinbarung
Adresse: Universit?tsstra?e 6a, 86159 Augsburg

Ver?ffentlichungen

2024 | 2023 | 2022 | 2021 | 2020

2024

Julian Lorenz, Alexander Pest, Daniel Kienzle, Katja Ludwig and Rainer Lienhart. 2024. A fair ranking and new model for panoptic scene graph generation. DOI: 10.1007/978-3-031-73030-6_9
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Julian Lorenz, Robin Sch?n, Katja Ludwig and Rainer Lienhart. 2024. A review and efficient implementation of scene graph generation metrics. DOI: 10.1109/CVPRW63382.2024.00263
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Robin Sch?n, Julian Lorenz, Katja Ludwig and Rainer Lienhart. in press. Adapting the segment anything model during usage in novel situations.
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Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Sch?n, Katja Ludwig, Rainer Lienhart, Simon Jegou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schr?ter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matias Nicolas Bossa, Abel Diaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken and Marie-Pierre Revel Dubios. 2024. The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data. DOI: 10.1016/j.media.2024.103230
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Daniel Kienzle, Katja Ludwig, Julian Lorenz and Rainer Lienhart. 2024. Towards learning monocular 3D object localization from 2D labels using the physical laws of motion. DOI: 10.1109/3DV62453.2024.00155
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2023

Katja Ludwig, Julian Lorenz, Robin Sch?n and Rainer Lienhart. 2023. All keypoints you need: detecting arbitrary keypoints on the body of triple, high, and long jump athletes. DOI: 10.1109/CVPRW59228.2023.00546
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Daniel Kienzle, Julian Lorenz, Robin Sch?n, Katja Ludwig and Rainer Lienhart. 2023. COVID detection and severity prediction with 3D-ConvNeXt and custom pretrainings. DOI: 10.1007/978-3-031-25082-8_33
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Katja Ludwig, Daniel Kienzle, Julian Lorenz and Rainer Lienhart. 2023. Detecting arbitrary keypoints on limbs and skis with sparse partly correct segmentation masks. DOI: 10.1109/WACVW58289.2023.00051
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Robin Sch?n, Katja Ludwig and Rainer Lienhart. 2023. Impact of pseudo depth on open world object segmentation with minimal user guidance. DOI: 10.1109/CVPRW59228.2023.00509
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Moritz Einfalt, Katja Ludwig and Rainer Lienhart. 2023. Uplift and upsample: efficient 3D human pose estimation with uplifting transformers. DOI: 10.1109/WACV56688.2023.00292
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2022

Katja Ludwig, Philipp Harzig and Rainer Lienhart. 2022. Detecting arbitrary intermediate keypoints for human pose estimation with vision transformers. DOI: 10.1109/WACVW54805.2022.00073
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Katja Ludwig, Daniel Kienzle and Rainer Lienhart. 2022. Recognition of freely selected keypoints on human limbs. DOI: 10.1109/CVPRW56347.2022.00397
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2021

Katja Ludwig, Sebastian Scherer, Moritz Einfalt and Rainer Lienhart. 2021. Self-supervised learning for human pose estimation in sports. DOI: 10.1109/ICMEW53276.2021.9456000
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Sebastian Scherer, Robin Sch?n, Katja Ludwig and Rainer Lienhart. 2021. Unsupervised domain extension for nighttime semantic segmentation in urban scenes. DOI: 10.5220/0010551500380047
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2020

Katja Ludwig, Andrea Fendt and Bernhard Bauer. 2020. An efficient online heuristic for mobile network slice embedding. DOI: 10.1109/icin48450.2020.9059440
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Andrea Fendt, Christian Mannweiler, Katja Ludwig, Lars Christoph Schmelz and Bernhard Bauer. 2020. End-to-end mobile network slice embedding leveraging edge computing. DOI: 10.1109/NOMS47738.2020.9110442
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Katja Ludwig, Moritz Einfalt and Rainer Lienhart. 2020. Robust estimation of flight parameters for ski jumpers. DOI: 10.1109/ICMEW46912.2020.9105973
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Philipp Harzig, Moritz Einfalt, Katja Ludwig and Rainer Lienhart. 2020. Transforming Videos to Text (VTT Task) Team: MMCUniAugsburg.
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