Search Results for author: Dustin Klebe

Found 2 papers, 1 papers with code

GeRA: Label-Efficient Geometrically Regularized Alignment

no code implementations1 Oct 2023 Dustin Klebe, Tal Shnitzer, Mikhail Yurochkin, Leonid Karlinsky, Justin Solomon

We introduce a semi-supervised Geometrically Regularized Alignment (GeRA) method to align the embedding spaces of pretrained unimodal encoders in a label-efficient way.

A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications

1 code implementation17 Jun 2022 Lukas Wolf, Ard Kastrati, Martyna Beata Płomecka, Jie-Ming Li, Dustin Klebe, Alexander Veicht, Roger Wattenhofer, Nicolas Langer

Here, we introduce DETRtime, a novel framework for time-series segmentation that creates ocular event detectors that do not require additionally recorded eye-tracking modality and rely solely on EEG data.

EEG Electroencephalogram (EEG) +4

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