Deep neural network compression by Tucker decomposition with nonlinear response

Keyphrases

• Tucker Decomposition 100%
• Deep Neural Network 100%
• Nonlinear Response 100%
• Deep Neural Network Compression 100%
• Compress 50%
• Tensor Decomposition 50%
• Alternating Direction multiplier Method 25%
• Computer Vision 25%
• Convex Relaxation 25%
• Numerical Computation 25%
• Computational Cost 25%
• Model Size 25%
• Natural Language Processing 25%
• Existing Techniques 25%
• Linear Response 25%
• Redundancy 25%
• Relaxation Scheme 25%
• Decomposition Method 25%
• Multilinear 25%
• Nonconvex Optimization 25%
• Linear Kernel 25%
• Convolutional Layer 25%
• Vision-language 25%
• Feature Channels 25%
• Compression Techniques 25%
• CIFAR-10 25%
• AlexNet 25%
• GoogLeNet 25%
• Small Loss 25%
• ResNet18 25%
• Low-rank Constraint 25%
• Network Compression 25%
• Compression Performance 25%
• 2-rank 25%
• Tucker-2 25%
• Feature Matrix 25%
• Low-end Devices 25%
• Network Unit 25%

Engineering

• Deep Neural Network 100%
• Nonlinear Response 100%
• Numerical Computation 20%
• Alternating Direction Method of Multipliers 20%
• Computational Cost 20%
• Computervision 20%
• Convolutional Neural Network 20%
• Linear Response 20%
• Natural Language Processing 20%
• Compression Technique 20%
• End Device 20%
• Resnet 20%

Computer Science

• Deep Neural Network 100%
• Convolutional Neural Network 20%
• Convex Relaxation 20%
• Natural Language Processing 20%
• Computational Cost 20%
• Alternating Direction Method of Multipliers 20%
• Computer Vision 20%
• Residual Neural Network 20%
• Decomposition Method 20%
• Feature Matrix 20%
• Convolution Layer 20%
• Compression Technique 20%
• Numerical Computation 20%
• Compression Performance 20%