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researcher

Marios Koulakis

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV2

identity via Semantic Scholar / OpenAlex

most citedIs my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates

3 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2022★ 3 cited

Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates

Alina Roitberg, Kunyu Peng, David Schneider +4

Driver observation models are rarely deployed under perfect conditions. In practice, illumination, camera placement and type differ from the ones present during training and unfore…

cs.CV2022★ 1 cited

Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction

M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold +1

Dimensionality reduction is crucial both for visualization and preprocessing high dimensional data for machine learning. We introduce a novel method based on a hierarchy built on 1…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.