دنبال کردن
Karsten Roth
عنوان
نقل شده توسط
نقل شده توسط
سال
The Liver Tumor Segmentation Benchmark (LITS)‏
P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ...‏
Medical Image Analysis 84, 102680, 2023‏
13812023
Towards Total Recall in Industrial Anomaly Detection‏
K Roth, L Pemula, J Zepeda, B Schölkopf, T Brox, P Gehler‏
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022‏
10782022
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
1033*2020
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
2832020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning‏
K Roth*, T Milbich*, S Sinha, P Gupta, B Ommer, JP Cohen‏
International Conference on Machine Learning 2020, 2020‏
2122020
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
1222019
Improving the Fairness of Chest X-Ray Classifiers‏
H Zhang, N Dullerud, K Roth, L Oakden-Rayner, S Pfohl, M Ghassemi‏
Conference on Health, Inference, and Learning, 204-233, 2022‏
742022
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning‏
T Milbich*, K Roth*, H Bharadhwaj, S Sinha, Y Bengio, B Ommer, ...‏
European Conference on Computer Vision 2020, 2020‏
732020
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts‏
K Roth*, JM Kim*, A Koepke, O Vinyals, C Schmid, Z Akata‏
International Conference on Computer Vision (ICCV), 2023, 2023‏
722023
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
702015
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
582020
Non-isotropy Regularization for Proxy-based Deep Metric Learning‏
K Roth, O Vinyals, Z Akata‏
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022‏
542022
Simultaneous Similarity-based Self-Distillation for Deep Metric Learning‏
K Roth, T Milbich, B Ommer, JP Cohen, M Ghassemi‏
International Conference on Machine Learning, 9095-9106, 2021‏
542021
COVID-19 Image data collection: prospective predictions are the future. 2020‏
JP Cohen, P Morrison, L Dao, K Roth, TQ Duong, M Ghassemi‏
arXiv preprint arXiv:2006.11988 120, 2006‏
542006
Vision-by-Language for Training-Free Compositional Image Retrieval‏
S Karthik*, K Roth*, M Mancini, Z Akata‏
The Twelth International Conference on Learning Representations (ICLR), 2024, 2023‏
442023
Integrating Language Guidance into Vision-based Deep Metric Learning‏
K Roth, O Vinyals, Z Akata‏
Oral @ Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022‏
402022
Disentanglement of Correlated Factors via Hausdorff Factorized Support‏
K Roth, M Ibrahim, Z Akata, P Vincent, D Bouchacourt‏
The Eleventh International Conference on Learning Representations (ICLR), 2023, 2023‏
352023
Temporal control of the integrated stress response by a stochastic molecular switch‏
P Klein, SM Kallenberger, H Roth, K Roth, TBN Ly-Hartig, V Magg, J Aleš, ...‏
Science Advances 8 (12), eabk2022, 2022‏
312022
Sharing Matters for Generalization in Deep Metric Learning‏
T Milbich*, K Roth*, B Brattoli, B Ommer‏
TPAMI 2020, 2020‏
302020
Characterizing generalization under out-of-distribution shifts in deep metric learning‏
T Milbich*, K Roth*, S Sinha, L Schmidt, M Ghassemi, B Ommer‏
Advances in Neural Information Processing Systems 34, 25006-25018, 2021‏
252021
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20