Convolutional neural networks with low-rank regularization

Keyphrases

• AlexNet 33%
• Better Performance 33%
• CIFAR-10 33%
• CIFAR-10 Dataset 33%
• Computational Requirements 33%
• Computer Vision Applications 33%
• Constrained CNNs 66%
• Convolution Kernel 33%
• Convolutional Neural Network 100%
• Data Augmentation 33%
• Decomposition Method 33%
• Forward Time 33%
• Global Minimizer 33%
• GoogLeNet 33%
• Iterative Method 33%
• Low-rank 100%
• Low-rank Regularization 100%
• Low-rank Tensor Decomposition 66%
• Mobile Devices 33%
• Rank-constrained 66%
• Redundancy 33%
• Storage Requirements 33%
• Tensor Decomposition 66%
• Visual Geometry Group-16 (VGG16) 33%

Computer Science

• Computer Vision Applications 14%
• Convolution Kernel 14%
• Convolutional Neural Network 100%
• Data Augmentation 14%
• Mobile Device 14%
• Regularization 100%
• VGG-16 14%