Accurate and Compact Convolutional Neural Networks with Trained Binarization

25 Sep 2019Zhe XuRay C. C. Cheung

Although convolutional neural networks (CNNs) are now widely used in various computer vision applications, its huge resource demanding on parameter storage and computation makes the deployment on mobile and embedded devices difficult. Recently, binary convolutional neural networks are explored to help alleviate this issue by quantizing both weights and activations with only 1 single bit... (read more)

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