Tassilo Klein

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Moin NabiResearch Scientist at AppleVerified email at uw.edu
Nassir NavabProfessor of Computer Science, Technische Universität MünchenVerified email at cs.tum.edu
Oleksiy OstapenkoUniversity of Montreal, MILAVerified email at umontreal.ca
Mihai-Marian PuscasVideo ResearcherVerified email at unitn.it
Robin C. GeyerPhD Student at Institute for Machine Learning ETH ZurichVerified email at ethz.ch
Christian WachingerTechnical University of MunichVerified email at csail.mit.edu
Frederik PahdeFraunhofer Heinrich Hertz InstituteVerified email at hhi.fraunhofer.de
Seyed-Ahmad AhmadiSenior Solution Architect, Deep Learning in Healthcare @ NVIDIAVerified email at cs.tum.edu
Athanasios KaramalisMESASIGHT GmbHVerified email at mesasight.com
Wolfgang WeinCEO, ImFusion GmbH; Adjunct Professor, TU MunichVerified email at cs.tum.edu
Prof. Dr. Martin ReuterDirector AI in Medical Imaging DZNE Bonn Germany, Radiology & Neurology at Harvard Medical SchoolVerified email at mgh.harvard.edu
Mahdyar RavanbakhshResearch Scientist, Zalando SE BerlinVerified email at tu-berlin.de
Benjamín Gutiérrez BeckerRocheVerified email at tum.de
Olivier PaulyIntrinsic Innovation GmbHVerified email at google.com
Joerg TraubAdj. Prof. Computer Science, TUM, Munich, GermanyVerified email at cs.tum.edu
Maximilian BaustSenior Manager AI Developer Technology EMEAVerified email at nvidia.com
Dr. Alireza AhmadianProfessor of Biomedical Engineering, Tehran University of Medical Sciences, Dept. of Biomedical EngVerified email at sina.tums.ac.ir
William M. Wells III (Sandy)Harvard Medical School, M.I.T.Verified email at bwh.harvard.edu
Leo JoskowiczProfessor of Computer Science, The Hebrew University of Jerusalem, Israel.Verified email at cs.huji.ac.il
Selim BenHimaneAppleVerified email at apple.com

Tassilo Klein

Principal Scientist @ SAP AI Research

Verified email at sap.com - Homepage

NLP Table Representation Learning Medical Image Processing Computer Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	1632	2017
DeepNAT: Deep convolutional neural network for segmenting neuroanatomy C Wachinger, M Reuter, T Klein NeuroImage 170, 434-445, 2018	399	2018
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	353	2019
Ultrasound confidence maps using random walks A Karamalis, W Wein, T Klein, N Navab Medical image analysis 16 (6), 1101-1112, 2012	172	2012
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	144	2021
Multimodal prototypical networks for few-shot learning F Pahde, M Puscas, T Klein, M Nabi Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021	104	2021
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	87	2019
Contrastive self-supervised learning for commonsense reasoning T Klein, M Nabi arXiv preprint arXiv:2005.00669, 2020	70	2020
Gaussian process uncertainty in age estimation as a measure of brain abnormality BG Becker, T Klein, C Wachinger, ... NeuroImage 175, 246-258, 2018	63	2018
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	46	2019
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	43	2019
Differentially private federated learning: A client level perspective. arXiv 2017 RC Geyer, T Klein, M Nabi arXiv preprint arXiv:1712.07557, 0	39
Midbrain segmentation in transcranial 3D ultrasound for Parkinson diagnosis SA Ahmadi, M Baust, A Karamalis, A Plate, K Boetzel, T Klein, N Navab Medical Image Computing and Computer-Assisted Intervention–MICCAI 2011: 14th …, 2011	35	2011
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	33	2007
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	32	2012
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	31	2012
Analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in Parkinson's disease: a multi-modal atlas study with transcranial ultrasound and MRI SA Ahmadi, K Bötzel, J Levin, J Maiostre, T Klein, W Wein, V Rozanski, ... NeuroImage: Clinical 26, 102185, 2020	30	2020
SCD: Self-Contrastive Decorrelation for Sentence Embeddings T Klein, M Nabi arXiv preprint arXiv:2203.07847, 2022	26	2022
Cross-modal hallucination for few-shot fine-grained recognition F Pahde, P Jähnichen, T Klein, M Nabi arXiv preprint arXiv:1806.05147, 2018	26	2018
Weakly supervised one shot segmentation H Raza, M Ravanbakhsh, T Klein, M Nabi Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019	22	2019

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