Christian Limberg

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Selective Sampling

Objects In Video Sequences

Person Detection

Active Learning

Top Venues

Publications

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. CoRR (2024)
Christian Limberg, Zhe Zhang
Mapping the Audio Landscape for Innovative Music Sample Generation. ICMR (2024)
Christian Limberg, Andrew Melnik, Helge J. Ritter, Helmut Prendinger
YOLO: You Only Look 10647 Times. VISIGRAPP (5: VISAPP) (2023)
Christian Limberg, Andrew Melnik, Augustin Harter, Helge J. Ritter
YOLO - You only look 10647 times. CoRR (2022)
Andrew Melnik, Augustin Harter, Christian Limberg, Krishan Rana, Niko Sünderhauf, Helge J. Ritter
Critic Guided Segmentation of Rewarding Objects in First-Person Views. KI (2021)
Andrew Melnik, Augustin Harter, Christian Limberg, Krishan Rana, Niko Sünderhauf, Helge J. Ritter
Critic Guided Segmentation of Rewarding Objects in First-Person Views. CoRR (2021)
Christian Limberg, Jan Philip Göpfert, Heiko Wersing, Helge J. Ritter
Prototype-Based Online Learning on Homogeneously Labeled Streaming Data. ICANN (2) (2020)
Christian Limberg, Heiko Wersing, Helge J. Ritter
Accuracy Estimation for an Incrementally Learning Cooperative Inventory Assistant Robot. ICONIP (2) (2020)
Christian Limberg, Heiko Wersing, Helge J. Ritter
Beyond Cross-Validation - Accuracy Estimation for Incremental and Active Learning Models. Mach. Learn. Knowl. Extr. 2 (3) (2020)
Christian Limberg, Kathrin Krieger, Heiko Wersing, Helge J. Ritter
Active Learning for Image Recognition Using a Visualization-Based User Interface. ICANN (2) (2019)
Christian Limberg, Heiko Wersing, Helge J. Ritter
Efficient accuracy estimation for instance-based incremental active learning. ESANN (2018)
Christian Limberg, Heiko Wersing, Helge J. Ritter
Improving Active Learning by Avoiding Ambiguous Samples. ICANN (1) (2018)