Karsten Roth

Cited by

	All	Since 2016
Citations	679	672
h-index	6	6
i10-index	6	6

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20152016201720182019202020215 7 2 6 40 479 132

Co-authors

Joseph Paul CohenPostdoctoral Fellow, AIMI (Stanford University) + Mila (Quebec AI Institute)Verified email at stanford.edu
Lan DaoMedical Student, Université de MontréalVerified email at umontreal.ca
Tim Duong, PhD, Professor, Vice Chai...Montefiore Health System and Albert Einstein College of Medicine (tim.duong@einsteinmed.org)Verified email at einsteinmed.org
Dr. Marzyeh GhassemiAssistant Professor, Computer Science/Medicine, University of Toronto & Vector InstituteVerified email at cs.toronto.edu
Björn OmmerProfessor for Scientific Computing, Heidelberg UniversityVerified email at uni-heidelberg.de
Timo MilbichHeidelberg UniversityVerified email at iwr.uni-heidelberg.de
Biagio BrattoliApplied scientist at AWS. PhD at Heidelberg UniversityVerified email at iwr.uni-heidelberg.de
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Samarth SinhaUndergrad @ University of TorontoVerified email at mail.utoronto.ca
Winfried K. HensingerUniversity of SussexVerified email at sussex.ac.uk
David MurgiaPhD Researcher, Imperial College LondonVerified email at imperial.ac.uk
Joe RandallTU DelftVerified email at tudelft.nl
Sebastian WeidtUniversity of SussexVerified email at sussex.ac.uk
Tomas NavickasPostDoc at Ion Quantum Technology Group, University of SussexVerified email at sussex.ac.uk
Tomasz KonopczyńskiHeidelberg UniversityVerified email at iwr.uni-heidelberg.de
Homanga BharadhwajUniversity of Toronto; Vector Institute; Nvidia ResearchVerified email at cs.toronto.edu
Guido KanschatHeidelberg UniversityVerified email at uni-heidelberg.de
Prateek GuptaDPhil, University of OxfordVerified email at columbia.edu
Almas AbbasiAssistant Professor International Islamic University IslamabadVerified email at iiu.edu.pk

Karsten Roth

Master Student, Computer Vision Group, Heidelberg University

Verified email at stud.uni-heidelberg.de - Homepage

Computer Vision Deep Learning Machine Learning Artificial Intelligence Medical Image Analysis


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Covid-19 image data collection: Prospective predictions are the future JP Cohen, P Morrison, L Dao, K Roth, TQ Doung, M Ghassemi Journal of Machine Learning for Biomedical Imaging (MELBA), 2020	396	2020
The liver tumor segmentation benchmark (lits) P Bilic, PF Christ, E Vorontsov, G Chlebus, H Chen, Q Dou, CW Fu, X Han, ... arXiv preprint arXiv:1901.04056, 2019	147	2019
Efficient preparation and detection of microwave dressed-state qubits and qutrits with trapped ions J Randall, S Weidt, ED Standing, K Lake, SC Webster, DF Murgia, ... Physical Review A 91 (1), 012322, 2015	41	2015
Predicting covid-19 pneumonia severity on chest x-ray with deep learning JP Cohen, L Dao, K Roth, P Morrison, Y Bengio, AF Abbasi, B Shen, ... Cureus 12 (7), 2020	39	2020
MIC: Mining Interclass Characteristics for Improved Metric Learning K Roth, B Brattoli, B Ommer Proceedings of the IEEE International Conference on Computer Vision, 8000-8009, 2019	23	2019
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning K Roth, T Milbich, S Sinha, P Gupta, B Ommer, JP Cohen ICML 2020, 2020	15	2020
Liver lesion segmentation with slice-wise 2d tiramisu and tversky loss function K Roth, T Konopczyński, J Hesser arXiv preprint arXiv:1905.03639, 2019	6	2019
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning T Milbich, K Roth, H Bharadhwaj, S Sinha, Y Bengio, B Ommer, JP Cohen ECCV 2020, 2020	4	2020
Pads: Policy-adapted sampling for visual similarity learning K Roth, T Milbich, B Ommer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	4	2020
Sharing Matters for Generalization in Deep Metric Learning T Milbich, K Roth, B Brattoli, B Ommer TPAMI 2020, 2020	2	2020
Diffuse domain method for needle insertion simulations KI Jerg, RP Austermühl, K Roth, J Große Sundrup, G Kanschat, ... International journal for numerical methods in biomedical engineering 36 (9 …, 2020	1	2020
Boosting Liver and Lesion Segmentation from CT Scans by Mask Mining K Roth, J Hesser, T Konopczyński Medical Imaging Workshop at NeurIPS 2019, 2019	1*	2019
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning K Roth, T Milbich, B Ommer, JP Cohen, M Ghassemi arXiv preprint arXiv:2009.08348, 2020		2020
Uniform Priors for Data-Efficient Transfer S Sinha, K Roth, A Goyal, M Ghassemi, H Larochelle, A Garg arXiv preprint arXiv:2006.16524, 2020		2020

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