# Robust Prototypical Networks for Few-Shot Sensor Fault Diagnosis

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**Published:** 2026 ж. 14 қыркүйек
**Author:** Mohammed Ayalew Belay, Amirshayan Haghipour, Pierluigi Salvo Rossi
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/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…

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> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2609.12287)

**Тегтер:** #arXiv

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