Author

Sven Jager

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Preprint Sep 2026

STA-TFM: Spatio-Temporal Aggregation Across Views TransForMer for Pose Estimation

Monocular 3D human pose estimation (HPE) remains challenging due to depth ambiguity, occlu- sions, and the need for temporal consistency. While multi-view methods provide superior accuracy over monocular approaches, they often require complex setups. We introduce STA-TFM, a transformer-based architecture that combines...

M. Kamel, Natalie Won, Amrut Sarangi et al. · 0 citations

Preprint Aug 2026

Explainable Transformer Models for Clinical Prediction Tasks on Structured Electronic Health Records

BERT-LER is presented, a BERT-style model for coded EHR timelines pretrained and fine-tuned from a de-identified EHR dataset of 75 million patients, that encodes laboratory test results as discrete tokens while retaining graded information through percentile-based binning, paired with Integrated Gradients for token-lev...

Jun-Ni Du, Lukas Adamek, Maxim A Kryukov et al. · 0 citations