AMC: AutoML for Model Compression and Acceleration on Mobile Devices

Author:

He Yihui,Lin Ji,Liu Zhijian,Wang Hanrui,Li Li-Jia,Han Song

Publisher

Springer International Publishing

Reference57 articles.

1. Anwar, S., Sung, W.: Compact deep convolutional neural networks with coarse pruning. arXiv preprint arXiv:1610.09639 (2016)

2. Ashok, A., Rhinehart, N., Beainy, F., Kitani, K.M.: N2N learning: network to network compression via policy gradient reinforcement learning. arXiv preprint arXiv:1709.06030 (2017)

3. Bagherinezhad, H., Rastegari, M., Farhadi, A.: LCNN: lookup-based convolutional neural network. arXiv preprint arXiv:1611.06473 (2016)

4. Baker, B., Gupta, O., Naik, N., Raskar, R.: Designing neural network architectures using reinforcement learning. arXiv preprint arXiv:1611.02167 (2016)

5. Brock, A., Lim, T., Ritchie, J.M., Weston, N.: Smash: one-shot model architecture search through hypernetworks. arXiv preprint arXiv:1708.05344 (2017)

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