Towards Compact 1-bit CNNs via Bayesian Learning - Zhao, Junhe; Xu, Sheng; Zhang, Baochang; Gu, Jiaxin; Doermann, David; Guo, Guodong (International journal of computer vision, 2022)
Keywords: Algorithms; Artificial Intelligence; Artificial neural networks; Back propagation; Bayesian analysis; Comparative analysis; Computer Imaging; Computer Science; Computer vision; Data mining; Deep learning; Electronic devices; Image Processing and Computer Vision; Kernels; Machine learning; Machine vision; Neural networks; Normal distribution; Object recognition; Pattern Recognition; Pattern Recognition and Graphics; Performance enhancement; Smartphones; Vision; Quantization; Pruning; Binarized network; Bayesian learning