Hybrid Domain Convolutional Neural Network for Memory Efficient Training

Author:

Guan Bochen,Liu Yanli,Zhang Jinnian,Sethares William A.,Liu Fang,Xu Qinwen,Li Weiyi,Quan Shuxue

Publisher

Springer International Publishing

Reference33 articles.

1. Bao, F., Deng, Y., Kong, Y., Ren, Z., Suo, J., Dai, Q.: Learning deep landmarks for imbalanced classification. IEEE Trans. Neural Netw. Learn. Syst. 31(8), 2691–2704 (2019)

2. Chao, P., Kao, C.Y., Ruan, Y.S., Huang, C.H., Lin, Y.L.: HarDNet: a low memory traffic network. In: The IEEE International Conference on Computer Vision (ICCV), October 2019

3. Chen, T., Xu, B., Zhang, C., Guestrin, C.: Training deep nets with sublinear memory cost. CoRR arXiv:1604.06174 (2016)

4. Chen, W., Wilson, J., Tyree, S., Weinberger, K., Chen, Y.: Compressing neural networks with the hashing trick. In: International Conference on Machine Learning, pp. 2285–2294. PMLR (2015)

5. Cheng, Y., Wang, D., Zhou, P., Zhang, T.: A survey of model compression and acceleration for deep neural networks. CoRR arXiv:1710.09282 (2017)

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