Concepedia

SDA: Regularization with Cut-Flip and Mix-Normal for machinery fault diagnosis under small dataset

Haixin Lv, Jinglong Chen, Tianci Zhang, Rujie Hou, Tongyang Pan, Zitong Zhou

ISA Transactions · 2020 · 31 citations · 38 references

Concepts

ComputingComputer ScienceIndustrial EngineeringAutomationData MiningMachine LearningData PreprocessingDiagnosisDiagnosticsFault DetectionFault DiagnosisPattern RecognitionData-driven Fault DiagnosisDiagnosis Of Industrial SystemsMachine Fault DiagnosisMachine Learning-based Fault DiagnosisNeural Network-based Diagnosis

References

38

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe, Christian Szegedy · arXiv (Cornell University) · 2015 · 24.4K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe · arXiv (Cornell University) · 2024 · 15.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Prototypical Networks for Few-shot Learning

Jake Snell, Kevin Swersky, Richard S. Zemel · arXiv (Cornell University) · 2017 · 5.2K citations · Full text

Computing, Computer Science, Computer Vision +13

mixup: Beyond Empirical Risk Minimization

Hongyi Zhang, Moustapha Cissé, Yann Dauphin et al. · arXiv (Cornell University) · 2017 · 4.8K citations · Full text

Computing, Computer Science, Artificial Intelligence +13

AutoAugment: Learning Augmentation Strategies From Data

Ekin D. Cubuk, Barret Zoph, Dandelion Mané et al. · 2019 · 2.7K citations

Computing, Computer Science, Artificial Intelligence +13