A novel multiscale variational autoencoder aided convolutional neural network (MSVAE-CNN) model is developed to estimate the current absolute 6-DoF pose of the tunneling machine in an end-to-end ...

To combat this problem, we propose an unsupervised change detection method that contains only a convolutional autoencoder (CAE) for feature extraction and the commonality autoencoder for commonalities ...

Convolutional Neural Networks (ConvNets or CNNs ... one of the biggest inventions of decade 2010s in deep learning community. A standard ConvNet architecture is typically made of 3 main layers that ...