Robust Prototypical Networks for Few-Shot Sensor Fault Diagnosis

Mohammed Ayalew Belay, Amirshayan Haghipour, Pierluigi Salvo Rossi

Industrial fault diagnosis often operates with only a handful of labeled fault examples, making few-shot learning attractive for sensor monitoring. Standard prototypical networks a…