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Neural Network Compression

Papers

Showing 3140 of 193 papers

TitleStatusHype
A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification0
A Novel Structure-Agnostic Multi-Objective Approach for Weight-Sharing Compression in Deep Neural Networks0
Data-Driven Low-Rank Neural Network Compression0
A novel channel pruning method for deep neural network compression0
Cascaded Projection: End-to-End Network Compression and Acceleration0
A Comparative Study of Neural Network Compression0
Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning0
Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data0
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design0
A Bayesian Optimization Framework for Neural Network Compression0
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