Tassilo Klein
Tassilo Klein
SAP Machine Learning Research
Bestätigte E-Mail-Adresse bei sap.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Differentially Private Federated Learning: A Client Level Perspective
RC Geyer, T Klein, M Nabi
Conference on Advances in Neural Information Processing Systems (NIPS 2017 …, 2017
4662017
DeepNAT: Deep convolutional neural network for segmenting neuroanatomy
C Wachinger, M Reuter, T Klein
NeuroImage 170, 434-445, 2018
2572018
Ultrasound confidence maps using random walks
A Karamalis, W Wein, T Klein, N Navab
Medical image analysis 16 (6), 1101-1112, 2012
1112012
Learning to remember: A synaptic plasticity driven framework for continual learning
O Ostapenko, M Puscas, T Klein, P Jahnichen, M Nabi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
802019
Gaussian process uncertainty in age estimation as a measure of brain abnormality
BG Becker, T Klein, C Wachinger, ...
NeuroImage 175, 246-258, 2018
392018
Fiducial-free registration procedure for navigated bronchoscopy
T Klein, J Traub, H Hautmann, A Ahmadian, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2007
322007
Midbrain segmentation in transcranial 3D ultrasound for Parkinson diagnosis
SA Ahmadi, M Baust, A Karamalis, A Plate, K Boetzel, T Klein, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2011
292011
Three-dimensional sonographic examination of the midbrain for computer-aided diagnosis of movement disorders
A Plate, SA Ahmadi, O Pauly, T Klein, N Navab, K Bötzel
Ultrasound in medicine & biology 38 (12), 2041-2050, 2012
282012
The 2D analytic signal for envelope detection and feature extraction on ultrasound images
C Wachinger, T Klein, N Navab
Medical image analysis 16 (6), 1073-1084, 2012
272012
Attention is (not) all you need for commonsense reasoning
T Klein, M Nabi
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
242019
Locally adaptive nakagami-based ultrasound similarity measures
C Wachinger, T Klein, N Navab
Ultrasonics 52 (4), 547-554, 2012
192012
Multimodal self-supervised learning for medical image analysis
A Taleb, C Lippert, T Klein, M Nabi
International Conference on Information Processing in Medical Imaging, 661-673, 2021
182021
Learning to answer by learning to ask: Getting the best of gpt-2 and bert worlds
T Klein, M Nabi
arXiv preprint arXiv:1911.02365, 2019
182019
Contrastive self-supervised learning for commonsense reasoning
T Klein, M Nabi
arXiv preprint arXiv:2005.00669, 2020
172020
Discriminative Hallucination for Multi-Modal Few-Shot Learning
F Pahde, M Nabi, T Klein, P Jahnichen
2018 25th IEEE International Conference on Image Processing (ICIP), 156-160, 2018
142018
Cross-modal hallucination for few-shot fine-grained recognition
F Pahde, P Jähnichen, T Klein, M Nabi
arXiv preprint arXiv:1806.05147, 2018
142018
The 2D analytic signal on RF and B-mode ultrasound images
C Wachinger, T Klein, N Navab
Biennial International Conference on Information Processing in Medical …, 2011
122011
Budget-aware adapters for multi-domain learning
R Berriel, S Lathuillere, M Nabi, T Klein, T Oliveira-Santos, N Sebe, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision, 382-391, 2019
102019
Advanced planning and intra-operative validation for robot-assisted keyhole neurosurgery In ROBOCAST
SA Ahmadi, T Klein, N Navab, R Roth, RR Shamir, L Joskowicz, ...
2009 International Conference on Advanced Robotics, 1-7, 2009
102009
RF ultrasound distribution-based confidence maps
T Klein, WM Wells
International conference on medical image computing and computer-assisted …, 2015
92015
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