Search Results for author: Chong-Min Kyung

Found 5 papers, 1 papers with code

Plug-and-Play Anomaly Detection with Expectation Maximization Filtering

no code implementations16 Jun 2020 Muhammad Umar Karim Khan, Mishal Fatima, Chong-Min Kyung

With a single epoch of training, our method improves the AUC by 8. 03% compared to the convolutional LSTM-based approach.

Anomaly Detection

Efficient Neural Network Compression

1 code implementation CVPR 2019 Hyeji Kim, Muhammad Umar Karim Khan, Chong-Min Kyung

The better accuracy and complexity compromise, as well as the extremely fast speed of our method makes it suitable for neural network compression.

Accuracy Metrics Neural Network Compression

Automatic Rank Selection for High-Speed Convolutional Neural Network

no code implementations28 Jun 2018 Hyeji Kim, Chong-Min Kyung

In this paper, we define rank selection as a combinatorial optimization problem and propose a methodology to minimize network complexity while maintaining the desired accuracy.

Combinatorial Optimization

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