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Marvin Teichmann
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Multinet: Real-time joint semantic reasoning for autonomous driving
M Teichmann, M Weber, M Zoellner, R Cipolla, R Urtasun
2018 IEEE intelligent vehicles symposium (IV), 1013-1020, 2018
8202018
Detect-to-retrieve: Efficient regional aggregation for image search
M Teichmann, A Araujo, M Zhu, J Sim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1412019
Convolutional CRFs for semantic segmentation
MTT Teichmann, R Cipolla
arXiv preprint arXiv:1805.04777, 2018
1332018
Comparative evaluation of instrument segmentation and tracking methods in minimally invasive surgery
S Bodenstedt, M Allan, A Agustinos, X Du, L Garcia-Peraza-Herrera, ...
arXiv preprint arXiv:1805.02475, 2018
672018
Pixel-wise segmentation of street with neural networks
S Bittel, V Kaiser, M Teichmann, M Thoma
arXiv preprint arXiv:1511.00513, 2015
312015
Large scale joint semantic re-localisation and scene understanding via globally unique instance coordinate regression
I Budvytis, M Teichmann, T Vojir, R Cipolla
arXiv preprint arXiv:1909.10239, 2019
252019
Convolutional CRFs for semantic segmentation. arXiv 2018
MT Teichmann, R Cipolla
arXiv preprint arXiv:1805.04777, 1805
141805
MultiNet: Real-time joint semantic reasoning for autonomous driving. arXiv 2016
M Teichmann, M Weber, M Zoellner, R Cipolla, R Urtasun
arXiv preprint arXiv:1612.07695, 0
9
MultiNet: Real-Time Joint Semantic Reasoning for Autonomous Driving. 2016
M Teichmann, M Weber, M Zoellner, R Cipolla, R Urtasun
arXiv preprint arXiv:1612.07695, 2012
52012
X-ray image synthesis from CT images for training nodule detection systems
F Ghesu, S Liu, AA Adiyoso, S Grbic, M Teichmann
US Patent 11,615,267, 2023
22023
End-to-end learning for image-based detection of molecular alterations in digital pathology
M Teichmann, A Aichert, H Bohnenberger, P Ströbel, T Heimann
International Conference on Medical Image Computing and Computer-Assisted …, 2022
22022
Methods and systems for providing training data sets for training a machine-learned segmentation algorithm for use in digital pathology
A Aichert, M Teichmann, AA Adiyoso
US Patent App. 18/186,406, 2023
12023
Ai-assisted generation of annotated medical images
M Teichmann, A Aichert, H Bohnenberger
US Patent App. 18/174,971, 2023
12023
Annotation refinement for segmentation of whole-slide images in digital pathology
A Aichert, M Teichmann, B Tamersoy, M Kraus, AA Adiyoso
US Patent App. 18/173,330, 2023
12023
Computer-assisted medical diagnosis system and method
M Teichmann, A Aichert, R Brendtke
US Patent App. 18/364,106, 2024
2024
Training of machine-learning algorithms for digital pathalogy using healthy-tissue whole slide images
A Aichert, M Teichmann, H Bohnenberger, B Tamersoy
US Patent App. 18/302,243, 2023
2023
Methods and systems for providing molecular data based on ct images
AA Adiyoso, A Aichert, M Teichmann, T Heimann
US Patent App. 18/155,176, 2023
2023
Digital pathology using an artificial neural network
M Teichmann, A Aichert, B Tamersoy, M Kraus, AA Adiyoso, T Heimann
US Patent 11,699,233, 2023
2023
Deep Structured Multi-Task Learning for Computer Vision in Autonomous Driving
M Teichmann
2020
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