Unsupervised Feature Learning for Outlier Detection with Stacked Convolutional Autoencoders, Siamese Networks and Wasserstein Autoencoders: Application to Epilepsy Detection. - Zara Alaverdyan; Jiazheng Chai; Carole Lartizien (DLMIA/ML-CDS@MICCAI, 2018)

Feature extraction with regularized siamese networks for outlier detection: application to lesion screening in medical imaging. - Zara Alaverdyan; Carole Lartizien (CoRR, 2018)