Differentiable neural architecture search augmented with pruning and multi-objective optimization for time-efficient intelligent fault diagnosis of machinery

PyTorch: An Imperative Style, High-Performance Deep Learning Library

Adam Paszke, Sam Gross, Francisco Massa et al. · arXiv (Cornell University) · 2019 · 16.2K citations · Full text

Computing, Computer Science, High-performance Computing +11

A survey on Deep Learning based bearing fault diagnosis

Duy-Tang Hoang, Hee‐Jun Kang · Neurocomputing · 2018 · 811 citations

Computing, Computer Science, Mechatronics Engineering +14

The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks.

Jonathan Frankle, Michael Carbin · DSpace@MIT (Massachusetts Institute of Technology) · 2019 · 736 citations · Full text

Computing, Computer Science, Algorithms +12

Progressive Differentiable Architecture Search: Bridging the Depth Gap Between Search and Evaluation

Xin Chen, Lingxi Xie, Jun Wu et al. · 2019 · 646 citations

Computing, Computer Science, Algorithms +12

A deep learning method for bearing fault diagnosis based on Cyclic Spectral Coherence and Convolutional Neural Networks

Zhuyun Chen, Alexandre Mauricio, Weihua Li et al. · Mechanical Systems and Signal Processing · 2020 · 455 citations · Full text

Computing, Computer Science, Computer Vision +16