Tensor-Augmented Convolutional Neural Networks: Enhancing Expressivity with Generic Tensor Kernels

Chia-Wei Hsing, Wei-Lin Tu

Convolutional Neural Networks (CNNs) excel at extracting local features hierarchically, but their performance in capturing complex correlations hinges heavily on deep architectures…