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2020 – today
- 2024
[c3]M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer, Kunyu Peng, Marios Koulakis:
Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? ICML 2024- [i5]M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer, Kunyu Peng, Marios Koulakis:
Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? CoRR abs/2405.02678 (2024) - [i4]Jonas Bühler, Jonas Fehrenbach, Lucas Steinmann, Christian Nauck, Marios Koulakis:
Domain-independent detection of known anomalies. CoRR abs/2407.02910 (2024) - 2022
- [j2]Alina Roitberg
, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen:
Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates. IEEE Trans. Intell. Transp. Syst. 23(12): 25271-25286 (2022) - [c2]M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen:
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. CVPR 2022: 336-345 - [i3]M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen:
Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. CoRR abs/2203.12997 (2022) - [i2]Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen:
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates. CoRR abs/2204.04674 (2022) - 2021
- [c1]Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen:
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning. FG 2021: 1-8 - [i1]Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen:
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning. CoRR abs/2111.15271 (2021)
2010 – 2019
- 2018
- [j1]Marios Koulakis:
Coding into Inner Models at the Level of Strong Cardinals. Bull. Symb. Log. 24(4): 456 (2018)
Coauthor Index
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