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Florian Fervers

3 accepted papers

2026

It's All Just Vectorization: einx, a Universal Notation for Tensor Operations

ICLR 2026oral

Tensor operations represent a cornerstone of modern scientific computing. However, the Numpy-like notation adopted by predominant tensor frameworks is often difficult to read and write and prone to so-called shape errors, i.a., due to following inconsistent rules across a large, complex collection o…

Cited by 0SourcecodeScholar
2023

Uncertainty-Aware Vision-Based Metric Cross-View Geolocalization

CVPR 2023poster

This paper proposes a novel method for vision-based metric cross-view geolocalization (CVGL) that matches the camera images captured from a ground-based vehicle with an aerial image to determine the vehicle's geo-pose. Since aerial images are globally available at low cost, they represent a potentia…

Cited by 47SourcePDFScholar
2022

Continuous Self-Localization on Aerial Images Using Visual and Lidar Sensors

IROS 2022poster

This paper proposes a novel method for geo-tracking, i.e. continuous metric self-localization in outdoor environments by registering a vehicle's sensor information with aerial imagery of an unseen target region. Geo- tracking methods offer the potential to supplant noisy signals from global navigati…

Cited by 19SourceScholar