Class-Aware Pruning for Efficient Neural Networks

Mengnan Jiang,Jingcun Wang,Amro Eldebiky,Xunzhao Yin,Cheng Zhuo,Ing-Chao Lin,Grace Li Zhang

2024 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION, DATE（2024）

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Key words

Neural Network,Deep Neural Network,Neural Network Training,Accuracy Loss,Inference Accuracy,Floating-point Operations,Edge Devices,Importance Of Filtering,Pruning Strategy,Weight Gradient,Pruning Techniques,Training Dataset,Image Classification,Feature Maps,Weight Matrix,Singular Value,Stochastic Gradient Descent,Convolution Operation,Filtered Based,Singular Value Decomposition,Importance Scores,Accuracy Of Neural Network,Sparse Matrix,Accuracy Of Network,Fine-tuning Strategy,Pruning Process,Zero Values,Regularization Scheme,Residual Block,Function Neural Network

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