Karsten Roth
Karsten Roth
Master Student, Computer Vision Group, Heidelberg University
Verified email at stud.uni-heidelberg.de - Homepage
Cited by
Cited by
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
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
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
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
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
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
Liver lesion segmentation with slice-wise 2d tiramisu and tversky loss function
K Roth, T Konopczyński, J Hesser
arXiv preprint arXiv:1905.03639, 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
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
Sharing Matters for Generalization in Deep Metric Learning
T Milbich, K Roth, B Brattoli, B Ommer
TPAMI 2020, 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
Boosting Liver and Lesion Segmentation from CT Scans by Mask Mining
K Roth, J Hesser, T Konopczyński
Medical Imaging Workshop at NeurIPS 2019, 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
Uniform Priors for Data-Efficient Transfer
S Sinha, K Roth, A Goyal, M Ghassemi, H Larochelle, A Garg
arXiv preprint arXiv:2006.16524, 2020
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