One Weight Bitwidth to Rule Them All

Author:

Chin Ting-Wu,Chuang Pierce I-Jen,Chandra Vikas,Marculescu Diana

Publisher

Springer International Publishing

Reference41 articles.

1. Bengio, Y., Léonard, N., Courville, A.: Estimating or propagating gradients through stochastic neurons for conditional computation. arXiv preprint arXiv:1308.3432 (2013)

2. Cai, H., Zhu, L., Han, S.: ProxylessNAS: direct neural architecture search on target task and hardware. arXiv preprint arXiv:1812.00332 (2018)

3. Chin, T.W., Ding, R., Zhang, C., Marculescu, D.: Towards efficient model compression via learned global ranking. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2020

4. Choi, J., Chuang, P.I.J., Wang, Z., Venkataramani, S., Srinivasan, V., Gopalakrishnan, K.: Bridging the accuracy gap for 2-bit quantized neural networks (QNN). arXiv preprint arXiv:1807.06964 (2018)

5. Ding, R., Chin, T.W., Liu, Z., Marculescu, D.: Regularizing activation distribution for training binarized deep networks. In: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2019

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