PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning - Zheng, Qinghe; Tian, Xinyu; Yang, Mingqiang; Wu, Yulin; Su, Huake (Multidimensional systems and signal processing, 2020)
Keywords: Artificial Intelligence; Artificial neural networks; Bayesian analysis; Circuits and Systems; Electrical Engineering; Engineering; Image classification; Mathematical models; Model accuracy; Multilayers; Object recognition; Parameters; Pruning; Signal,Image and Speech Processing; Two dimensional models; Visual tasks; Deep learning; Model acceleration; Structure exploration; Model compression; Generalization error boundary