Editorial: Computer vision mechanisms for resource-constrained robotics applications.

Christian Limberg

Rui Pimentel de Figueiredo Christian Limberg Lorenzo Jamone Alexandre Bernardino Editorial: Computer vision mechanisms for resource-constrained robotics applications. 2025 12 Frontiers Robotics AI https://doi.org/10.3389/frobt.2025.1680098 db/journals/firai/firai12.html#FigueiredoLJB25 streams/journals/firai

Christian Limberg Zhe Zhang Marc A. Kastner 0001 Transformer-Based Audio Generation Conditioned by 2D Latent Maps: A Demonstration. 233-239 2025 MMM (5) https://doi.org/10.1007/978-981-96-2074-6_27 conf/mmm/2025-5 db/conf/mmm/mmm2025-5.html#LimbergZK25 streams/conf/mmm

Christian Limberg Fares Schulz Zhe Zhang Stefan Weinzierl Pitch-Conditioned Instrument Sound Synthesis From an Interactive Timbre Latent Space. 2025 October abs/2510.04339 CoRR https://doi.org/10.48550/arXiv.2510.04339 db/journals/corr/corr2510.html#abs-2510-04339 streams/journals/corr

Christian Limberg Zhe Zhang 0050 Mapping the Audio Landscape for Innovative Music Sample Generation. 1207-1213 2024 ICMR https://doi.org/10.1145/3652583.3657586 https://www.wikidata.org/entity/Q131163921 conf/mir/2024 db/conf/mir/icmr2024.html#LimbergZ24

Christian Limberg Artur Gonçalves Bastien Rigault Helmut Prendinger Leveraging YOLO-World and GPT-4V LMMs for Zero-Shot Person Detection and Action Recognition in Drone Imagery. 2024 abs/2404.01571 CoRR https://doi.org/10.48550/arXiv.2404.01571 db/journals/corr/corr2404.html#abs-2404-01571

Christian Limberg Andrew Melnik Helge J. Ritter Helmut Prendinger YOLO: You Only Look 10647 Times. 153-160 2023 VISIGRAPP (5: VISAPP) https://doi.org/10.5220/0011677300003417 conf/visapp/2023-2 db/conf/visapp/visapp2023-2.html#LimbergMRP23 Christian Limberg Competence Modeling for Human-Robot Cooperation Bielefeld University, Germany 2022 base-search.net (ftubbiepub:oai:pub.uni-bielefeld.de:2962486) https://nbn-resolving.org/urn:nbn:de:0070-pub-29624862 https://pub.uni-bielefeld.de/record/2962486 https://pub.uni-bielefeld.de/download/2962486/2962487 https://www.base-search.net/Record/0a809eab0967bcce91c2a67930aa5192ed41b156b3ff78f8f24042e598d5a339

Christian Limberg Andrew Melnik Augustin Harter Helge J. Ritter YOLO - You only look 10647 times. 2022 abs/2201.06159 CoRR https://arxiv.org/abs/2201.06159 db/journals/corr/corr2201.html#abs-2201-06159

Andrew Melnik Augustin Harter Christian Limberg Krishan Rana Niko Sünderhauf Helge J. Ritter Critic Guided Segmentation of Rewarding Objects in First-Person Views. 338-348 2021 KI https://doi.org/10.1007/978-3-030-87626-5_25 conf/ki/2021 db/conf/ki/ki2021.html#MelnikHLRSR21

Andrew Melnik Augustin Harter Christian Limberg Krishan Rana Niko Sünderhauf Helge J. Ritter Critic Guided Segmentation of Rewarding Objects in First-Person Views. 2021 abs/2107.09540 CoRR https://arxiv.org/abs/2107.09540 db/journals/corr/corr2107.html#abs-2107-09540

Christian Limberg Heiko Wersing Helge J. Ritter Beyond Cross-Validation - Accuracy Estimation for Incremental and Active Learning Models. 327-346 2020 2 Mach. Learn. Knowl. Extr. 3 https://doi.org/10.3390/make2030018 db/journals/make/make2.html#LimbergWR20

Christian Limberg Jan Philip Göpfert Heiko Wersing Helge J. Ritter Prototype-Based Online Learning on Homogeneously Labeled Streaming Data. 204-213 2020 ICANN (2) https://doi.org/10.1007/978-3-030-61616-8_17 conf/icann/2020-2 db/conf/icann/icann2020-2.html#LimbergGWR20 Christian Limberg Heiko Wersing Helge J. Ritter Accuracy Estimation for an Incrementally Learning Cooperative Inventory Assistant Robot. 738-749 2020 ICONIP (2) https://doi.org/10.1007/978-3-030-63833-7_62 conf/iconip/2020-2 db/conf/iconip/iconip2020-2.html#LimbergWR20 Christian Limberg CUPSNBOTTLES. 2020 February https://doi.org/10.21227/ywwz-cb26 IEEE DataPort streams/repo/ieeedataport Christian Limberg Kathrin Krieger Heiko Wersing Helge J. Ritter Active Learning for Image Recognition Using a Visualization-Based User Interface. 495-506 2019 ICANN (2) https://doi.org/10.1007/978-3-030-30484-3_40 conf/icann/2019-2 db/conf/icann/icann2019-2.html#LimbergKWR19 Christian Limberg Heiko Wersing Helge J. Ritter Efficient accuracy estimation for instance-based incremental active learning. 2018 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2018-127.pdf conf/esann/2018 db/conf/esann/esann2018.html#LimbergWR18 Christian Limberg Heiko Wersing Helge J. Ritter Improving Active Learning by Avoiding Ambiguous Samples. 518-527 2018 ICANN (1) https://doi.org/10.1007/978-3-030-01418-6_51 conf/icann/2018-1 db/conf/icann/icann2018-1.html#LimbergWR18 Alexandre Bernardino Rui Pimentel de Figueiredo Artur GoncalvesArtur Gonçalves Jan Philip Göpfert Augustin Harter Lorenzo Jamone Marc A. Kastner 0001 Kathrin Krieger Andrew Melnik Helmut Prendinger Krishan Rana Bastien Rigault Helge J. Ritter Fares Schulz Niko Sünderhauf Stefan Weinzierl Heiko Wersing Zhe Zhang Zhe Zhang 0050