---
title: "Device Passport: Enabling Spatio-Temporal Pretrained Models to Generalize Across Input Layouts — Stuff That Spins"
description: "arXiv:2607.00249v1 Announce Type: new Abstract: New device layouts pose a challenging modeling problem due to the lack of large datasets for each specific layout. Biosignal foundation models offer a plausible solution if they are able to generalize to new layouts effectively. To improve cross-layou…"
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date: "2026-07-02T04:00:00+00:00"
modified: "2026-07-02T16:51:20.469748+00:00"
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# Device Passport: Enabling Spatio-Temporal Pretrained Models to Generalize Across Input Layouts

**Source:** Unknown  
**Published:** July 2, 2026  
**Original:** https://arxiv.org/abs/2607.00249  

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