Circulant Binary Convolutional Networks: Enhancing the Performance of 1-bit DCNNs with Circulant Back Propagation

CVPR 2019 Chunlei LiuWenrui DingXin XiaBaochang ZhangJiaxin GuJianzhuang LiuRongrong JiDavid Doermann

The rapidly decreasing computation and memory cost has recently driven the success of many applications in the field of deep learning. Practical applications of deep learning in resource-limited hardware, such as embedded devices and smart phones, however, remain challenging... (read more)

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