Marios Koulakis

According to our database, Marios Koulakis authored at least 6 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Domain-independent detection of known anomalies.

Jonas Bühler, Jonas Fehrenbach, Lucas Steinmann, Christian Nauck, Marios Koulakis

CoRR, 2024

Position: Quo Vadis, Unsupervised Time Series Anomaly Detection?

M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer, Kunyu Peng, Marios Koulakis

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates.

Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen

IEEE Trans. Intell. Transp. Syst., 2022

Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction.

M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning.

Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2018

Coding into Inner Models at the Level of Strong Cardinals.

Marios Koulakis

Bull. Symb. Log., 2018