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Hybrid_Networks

Hybrid Networks: Improving Deep Learning via Integrating Two Views of Images, ICONIP'18, https://link.springer.com/chapter/10.1007/978-3-030-04167-0_5.

Please cite our paper if you utilize the codes.

HDNet_Cifar10.m is the main script to run Hybrid Networks

Requirements

CIFAR-10 Dataset

Download CIFAR-10 Dataset in MatLab format from https://www.cs.toronto.edu/~kriz/cifar.html and place it in cifar-10-batches-mat folder

Tensor Toolbox

Download toolbox from https://www.tensortoolbox.org/ and place the content in tensor_toolbox_2.6

Parallel Processing

Comment Line 9 if you don not have license for Matlab parallel processing toolbox. Morover, change the number of cores depending on your system configuration.