Embrace the Gap: VAEs Perform Independent Mechanism Analysis

Patrik Reizinger, Luigi Gresele, Jack Brady, Julius von Kügelgen, Dominik Zietlow, Bernhard Schölkopf, Georg Martius, Wieland Brendel, Michel Besserve. Embrace the Gap: VAEs Perform Independent Mechanism Analysis. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

@inproceedings{ReizingerGBKZSM22,
  title = {Embrace the Gap: VAEs Perform Independent Mechanism Analysis},
  author = {Patrik Reizinger and Luigi Gresele and Jack Brady and Julius von Kügelgen and Dominik Zietlow and Bernhard Schölkopf and Georg Martius and Wieland Brendel and Michel Besserve},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/4eb91efe090f72f7cf42c69aab03fe85-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/ReizingerGBKZSM22},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}