Litcius/Paper detail

A novel and efficient model pruning method for deep convolutional neural networks by evaluating the direct and indirect effects of filters

Yongbin Zheng, Peng Sun, Qiang Ren, Wanying Xu, Di Zhu

2023Neurocomputing28 citationsDOI

Topics & Concepts

Computer scienceConvolutional neural networkPruningFilter (signal processing)Artificial intelligenceFlexibility (engineering)ComputationMachine learningAlgorithmMathematicsComputer visionAgronomyStatisticsBiologyAdvanced Neural Network ApplicationsDomain Adaptation and Few-Shot LearningMachine Learning and ELM
A novel and efficient model pruning method for deep convolutional neural networks by evaluating the direct and indirect effects of filters | Litcius