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arXiv — cs.AI

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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…

arXiv — cs.AIBy: Mohammed Ayalew Belay, Amirshayan Haghipour, Pierluigi Salvo RossiSeptember 14, 2026 (Sep 14)
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  • 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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Robust Prototypical Networks for Few-Shot Sensor Fault Diagnosis

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