1. Representation Learning: A Review and New Perspectives
2. Schölkopf, B.; Janzing, D.; Peters, J.; Sgouritsa, E.; Zhang, K.; Mooij, J. On causal and anticausal learning. 2012, arXiv preprint arXiv:1206.6471.
3. Kalinin, S. V.; Zhang, S.; others Exploring particle dynamics during self-organization processes via rotationally invariant latent representations. 2020, arXiv preprint arXiv:2009.00783.
4. Ziatdinov, M.; Wong, C. Y.; Kalinin, S. V. Finding simplicity: unsupervised discovery of features, patterns, and order parameters via shift-invariant variational autoencoders. 2021, arXiv preprint arXiv:2106.12472.