Robust Prototypical Networks for Few-Shot Sensor Fault Diagnosis
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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 prototypes may become uns…
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- 2026-09-14 04:00 · arXiv cs.AI
Robust Prototypical Networks for Few-Shot Sensor Fault Diagnosis