# Robust Prototypical Networks for Few-Shot Sensor Fault Diagnosis

> 标题为英语

> 全文为英语

**Published:** 2026年9月14日
**Author:** Mohammed Ayalew Belay, Amirshayan Haghipour, Pierluigi Salvo Rossi
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/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…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2609.12287)

**标签：** #arXiv

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