# Robust Prototypical Networks for Few-Shot Sensor Fault Diagnosis

**Published:** September 14, 2026
**Author:** Mohammed Ayalew Belay, Amirshayan Haghipour, Pierluigi Salvo Rossi
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/robust-prototypical-networks-for-few-shot-sensor-fault-diagnosis

arXiv:2609.12287v1 Announce Type: new Abstract: Industrial fault diagnosis often operates with only a handful of labeled fault examples, making few-shot learning attractive for sensor monitoring. Standard prototypical networks are simple and effective; however, their class…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.12287)

**Tags:** #arXiv

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