4 citations · 12 across the 6 of their papers we have counts for
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cs.CV2018★ 3 cited
Efficient Neural Network Compression
Hyeji Kim, Muhammad Umar Karim Khan, Chong-Min Kyung
Network compression reduces the computational complexity and memory consumption of deep neural networks by reducing the number of parameters. In SVD-based network compression, the…
cs.CV2018★ 4 cited
Automatic Rank Selection for High-Speed Convolutional Neural Network
Hyeji Kim, Chong-Min Kyung
Low-rank decomposition plays a central role in accelerating convolutional neural network (CNN), and the rank of decomposed kernel-tensor is a key parameter that determines the comp…