2020

Active and Incremental Learning with Weak Supervision.
Clemens-Alexander Brust and Christoph Käding and Joachim Denzler.
Künstliche Intelligenz (KI). 2020. (accepted)
[bibtex] [pdf] [abstract]

2019

Automated Polyp Differentiation on Coloscopic Data using Semantic Segmentation with CNNs.
Marie Arlt and Jack Peter and Sven Sickert and Clemens-Alexander Brust and Joachim Denzler and Andreas Stallmach.
Endoscopy. 51 (04): pages 4. 2019.
[bibtex] [web] [abstract]
Active Learning for Deep Object Detection.
Clemens-Alexander Brust and Christoph Käding and Joachim Denzler.
Computer Vision Theory and Applications (VISAPP). Pages 181-190. 2019.
[bibtex] [pdf] [abstract]
Integrating Domain Knowledge: Using Hierarchies to Improve Deep Classifiers.
Clemens-Alexander Brust and Joachim Denzler.
Asian Conference on Pattern Recognition (ACPR). 2019.
[bibtex] [pdf] [abstract]
Not just a Matter of Semantics: The Relationship between Visual Similarity and Semantic Similarity.
Clemens-Alexander Brust and Joachim Denzler.
German Conference on Pattern Recognition (GCPR). Pages 414-427. 2019.
[bibtex] [pdf] [abstract]
Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks.
Stefan Hoffmann and Clemens-Alexander Brust and Maha Shadaydeh and Joachim Denzler.
International Geoscience and Remote Sensing Symposium (IGARSS). Pages 5152-5155. 2019.
[bibtex] [pdf] [abstract]

2018

Dataless Black-Box Model Comparison.
Christoph Theiß and Clemens-Alexander Brust and Joachim Denzler.
Pattern Recognition and Image Analysis (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.
Joachim Denzler and Christoph Käding and Clemens-Alexander Brust.
International Conference on Ecological Informatics (ICEI). Pages 16. 2018.
[bibtex] [abstract]

2017

Towards Automated Visual Monitoring of Individual Gorillas in the Wild.
Brust, Clemens-Alexander and Burghardt, Tilo and Groenenberg, Milou and Käding, Christoph and Kühl, Hjalmar and Manguette, Marie and Denzler, Joachim.
ICCV Workshop on Visual Wildlife Monitoring (ICCV-WS). Pages 2820-2830. 2017.
[bibtex] [pdf] [abstract]
You Have To Look More Than Once: Active and Continuous Exploration using YOLO.
Clemens-Alexander Brust and Christoph Käding and Joachim Denzler. (2017) Poster presentation and extended abstract
[bibtex] [abstract]

2016

Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks.
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler. (2016)
[bibtex] [pdf] [abstract]

2015

Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding.
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler.
Computer Vision Theory and Applications (VISAPP). Pages 510-517. 2015.
[bibtex] [pdf] [abstract]
Efficient Convolutional Patch Networks for Scene Understanding.
Clemens-Alexander Brust and Sven Sickert and Marcel Simon and Erik Rodner and Joachim Denzler. (2015) Poster presentation and extended abstract
[bibtex] [pdf] [abstract]