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Self-Supervised Learning from Semantically Imprecise Data
arXiv preprint arXiv:2104.10901. 2021. [bibtex] [pdf] [abstract] |
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Carpe Diem: A Lifelong Learning Tool for Automated Wildlife Surveillance
Computer Science for Biodiversity Workshop (CS4Biodiversity), INFORMATIK 2021. Pages 417-423. 2021. [bibtex] [pdf] |
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Investigating the Consistency of Uncertainty Sampling in Deep Active Learning
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 159-173. 2021. [bibtex] [pdf] [web] [abstract] |
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Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge
International Conference on Pattern Recognition (ICPR). 2020. [bibtex] [pdf] [abstract] |
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Active and Incremental Learning with Weak Supervision
Künstliche Intelligenz (KI). 2020. [bibtex] [pdf] [abstract] |
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Not just a Matter of Semantics: The Relationship between Visual Similarity and Semantic Similarity
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 414-427. 2019. [bibtex] [pdf] [abstract] |
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Automated Polyp Differentiation on Coloscopic Data using Semantic Segmentation with CNNs
Endoscopy. 51 (04): pages 4. 2019. Abstract + Poster Presentation [bibtex] [web] [abstract] |
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Integrating Domain Knowledge: Using Hierarchies to Improve Deep Classifiers
Asian Conference on Pattern Recognition (ACPR). 2019. [bibtex] [pdf] [abstract] |
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Active Learning for Deep Object Detection
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 181-190. 2019. [bibtex] [pdf] [abstract] |
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Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks
International Geoscience and Remote Sensing Symposium (IGARSS). Pages 5152-5155. 2019. [bibtex] [pdf] [abstract] |
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Dataless Black-Box Model Comparison
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 28 (4): pages 676-683. 2018. (also published at ICPRAI 2018) [bibtex] [abstract] |
Keeping the Human in the Loop: Towards Automatic Visual Monitoring in Biodiversity Research
International Conference on Ecological Informatics (ICEI). Pages 16. 2018. [bibtex] [abstract] |
You Have To Look More Than Once: Active and Continuous Exploration using YOLO
CVPR Workshop on Continuous and Open-Set Learning (CVPR-WS). 2017. Extended Abstract + Poster Presentation [bibtex] [abstract] |
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Towards Automated Visual Monitoring of Individual Gorillas in the Wild
ICCV Workshop on Visual Wildlife Monitoring (ICCV-WS). Pages 2820-2830. 2017. [bibtex] [pdf] [abstract] |
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Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks
2016. Technical Report TR-FSU-INF-CV-2016-01 [bibtex] [pdf] [abstract] |
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Efficient Convolutional Patch Networks for Scene Understanding
CVPR Workshop on Scene Understanding (CVPR-WS). 2015. Extended Abstract + Poster Presentation [bibtex] [pdf] [abstract] |
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Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 510-517. 2015. [bibtex] [pdf] [abstract] |