Multi-tasking atrous convolutional neural network for machinery fault identification

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 21.4K citations

Semantic Image Segmentation, Convolutional Neural Network, Scene Analysis +15

An overview of multi-task learning

Yu Zhang, Qiang Yang · National Science Review · 2017 · 1.1K citations · Full text

Artificial Intelligence, Multiple Instance Learning, Engineering +14

Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization

Feng Jia, Yaguo Lei, Na Lü et al. · Mechanical Systems and Signal Processing · 2018 · 566 citations

Fault Diagnosis, Convolutional Neural Network, Imbalanced Fault Classification +9

An accuracy degradation analysis of ball screw mechanism considering time-varying motion and loading working conditions

Qiang Cheng, Baobao Qi, Zhifeng Liu et al. · Mechanism and Machine Theory · 2018 · 154 citations

Engineering, Accuracy Degradation Analysis, Mechanical Design +8

A deep domain adaption model with multi-task networks for planetary gearbox fault diagnosis

Xincheng Cao, Binqiang Chen, Nianyin Zeng · Neurocomputing · 2020 · 73 citations

Artificial Intelligence, Fault Diagnosis, Multi-task Networks +10