Binarized Neural Network for Single Image Super Resolution

Author:

Xin Jingwei,Wang Nannan,Jiang Xinrui,Li Jie,Huang Heng,Gao Xinbo

Publisher

Springer International Publishing

Reference35 articles.

1. Lecture Notes in Computer Science;N Ahn,2018

2. Bevilacqua, M., Roumy, A., Guillemot, C., Alberi-Morel, M.L.: Low-complexity single-image super-resolution based on nonnegative neighbor embedding. BMVA Press (2012)

3. Choi, J.S., Kim, M.: A deep convolutional neural network with selection units for super-resolution. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 154–160 (2017)

4. Courbariaux, M., Bengio, Y., David, J.P.: BinaryConnect: training deep neural networks with binary weights during propagations. In: Advances in Neural Information Processing Systems, pp. 3123–3131 (2015)

5. Courbariaux, M., Hubara, I., Soudry, D., El-Yaniv, R., Bengio, Y.: Binarized neural networks: training deep neural networks with weights and activations constrained to + 1 or $$-1$$. arXiv preprint arXiv:1602.02830 (2016)

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