Product Manifold Projection Disentanglement

Prototype implementation of the paper "Learning disentangled representations via product manifold projection." by Fumero, Marco, Luca Cosmo, Simone Melzi, and Emanuele Rodolà. Published at In International conference on machine learning (ICML), PMLR, 2021.

If you find our code or paper useful, you can cite at:

@InProceedings{pmlr-v139-fumero21a,
  title = 	 {Learning disentangled representations via product manifold projection},
  author =       {Fumero, Marco and Cosmo, Luca and Melzi, Simone and Rodola, Emanuele},
  booktitle = 	 {Proceedings of the 38th International Conference on Machine Learning},
  pages = 	 {3530--3540},
  year = 	 {2021},
  editor = 	 {Meila, Marina and Zhang, Tong},
  volume = 	 {139},
  series = 	 {Proceedings of Machine Learning Research},
  month = 	 {18--24 Jul},
  publisher =    {PMLR},
  pdf = 	 {http://proceedings.mlr.press/v139/fumero21a/fumero21a.pdf},
  url = 	 {https://proceedings.mlr.press/v139/fumero21a.html},
}