Active Learning for Deep Object Detection CA Brust, C Käding, J Denzler VISAPP 2019 - Proceedings of the 14th International Joint Conference on …, 2019 | 152 | 2019 |
Convolutional patch networks with spatial prior for road detection and urban scene understanding CA Brust, S Sickert, M Simon, E Rodner, J Denzler VISAPP 2015 - Proceedings of the 10th International Conference on Computer …, 2015 | 150 | 2015 |
Towards Automated Visual Monitoring of Individual Gorillas in the Wild CA Brust, T Burghardt, M Groenenberg, C Käding, HS Kühl, ... Proceedings of the IEEE International Conference on Computer Vision, 2820-2830, 2017 | 97 | 2017 |
Integrating domain knowledge: using hierarchies to improve deep classifiers CA Brust, J Denzler Pattern Recognition: 5th Asian Conference, ACPR 2019, Auckland, New Zealand …, 2020 | 41 | 2020 |
Active and incremental learning with weak supervision CA Brust, C Käding, J Denzler KI-Künstliche Intelligenz 34, 165-180, 2020 | 30 | 2020 |
Not Just a Matter of Semantics: The Relationship Between Visual and Semantic Similarity CA Brust, J Denzler German Conference on Pattern Recognition, 414-427, 2019 | 23* | 2019 |
Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks S Hoffmann, CA Brust, M Shadaydeh, J Denzler IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 23 | 2019 |
Efficient convolutional patch networks for scene understanding CA Brust, S Sickert, M Simon, E Rodner, J Denzler CVPR Scene Understanding Workshop, 2015 | 23 | 2015 |
Pre-trained models are not enough: active and lifelong learning is important for long-term visual monitoring of mammals in biodiversity research—individual identification and … P Bodesheim, J Blunk, M Körschens, CA Brust, C Käding, J Denzler Mammalian Biology 102 (3), 875-897, 2022 | 19 | 2022 |
Generalizability of Code Clone Detection on CodeBERT T Sonnekalb, B Gruner, CA Brust, P Mäder Proceedings of the 37th IEEE/ACM International Conference on Automated …, 2022 | 13 | 2022 |
Towards Enabling Level 3A AI in Avionic Platforms WMM Zaeske, CA Brust, A Lund, U Durak Software Engineering 2023 Workshops, 189-207, 2023 | 7 | 2023 |
Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge CA Brust, B Barz, J Denzler 2020 25th International Conference on Pattern Recognition (ICPR), 6866-6873, 2021 | 6 | 2021 |
Neither Quick Nor Proper--Evaluation of QuickProp for Learning Deep Neural Networks CA Brust, S Sickert, M Simon, E Rodner, J Denzler arXiv preprint arXiv:1606.04333, 2016 | 6 | 2016 |
Cross-domain evaluation of a deep learning-based type inference system B Gruner, T Sonnekalb, TS Heinze, CA Brust 2023 IEEE/ACM 20th International Conference on Mining Software Repositories …, 2023 | 5 | 2023 |
AUTOMATED POLYP DIFFERENTIATION ON COLOSCOPIC DATA USING SEMANTIC SEGMENTATION WITH CNNS M Arlt, J Peter, S Sickert, CA Brust, J Denzler, A Stallmach Endoscopy 51 (04), OP1, 2019 | 2 | 2019 |
Keeping the Human in the Loop: Towards Automatic Visual Monitoring in Biodiversity Research J Denzler, C Käding, CA Brust 10th International Conference on Ecological Informatics (ICEI), 16, 2018 | 2 | 2018 |
Finding a Needle in a Haystack: Threat Analysis in Open-Source Projects B Gruner, ST Heckner, T Sonnekalb, BE Bouhlal, CA Brust 2024 IEEE International Conference on Software Analysis, Evolution and …, 2024 | 1 | 2024 |
TIPICAL-Type Inference for Python In Critical Accuracy Level J Elkobi, B Gruner, T Sonnekalb, CA Brust 2023 IEEE/ACIS 21st International Conference on Software Engineering …, 2023 | 1 | 2023 |
ROMEO: A binary vulnerability detection dataset for exploring Juliet through the lens of assembly language CA Brust, T Sonnekalb, B Gruner Computers & Security 128, 103165, 2023 | 1 | 2023 |
Carpe Diem: A Lifelong Learning Tool for Automated Wildlife Surveillance CA Brust, B Barz, J Denzler INFORMATIK 2021 CS4BIODIVERSITY Workshop, 2021 | 1 | 2021 |