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Empirical Inference Autonomous Learning Robust Machine Learning Conference Paper 2022

Embrace the Gap: VAEs Perform Independent Mechanism Analysis

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Empirical Inference
Luigi Gresele
  • Doctoral Researcher
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Empirical Inference
Julius von Kügelgen
  • Doctoral Researcher
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Empirical Inference
Dominik Zietlow
  • Guest Scientist
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Empirical Inference
Bernhard Schölkopf
  • Director
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Empirical Inference, Autonomous Learning
Georg Martius
Senior Research Scientist
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Empirical Inference
Michel Besserve
  • Research Group Leader
Tn4

Author(s): Reizinger*, P. and Gresele*, L. and Brady*, J. and von Kügelgen, J. and Zietlow, D. and Schölkopf, B. and Martius, G. and Brendel, W. and Besserve, M.
Book Title: Advances in Neural Information Processing Systems (NeurIPS 2022)
Volume: 35
Pages: 12040--12057
Year: 2022
Month: December
Editors: S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh
Publisher: Curran Associates, Inc.
Bibtex Type: Conference Paper (conference)
Event Name: 36th Annual Conference on Neural Information Processing Systems
Event Place: New Orleans Convention Center
State: Published
URL: https://proceedings.neurips.cc/paper_files/paper/2022/hash/4eb91efe090f72f7cf42c69aab03fe85-Abstract-Conference.html
Electronic Archiving: grant_archive
Note: *equal first authorship
Links:

BibTex 

@conference{Reizingeretal22,
  title = {Embrace the Gap: VAEs Perform Independent Mechanism Analysis},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS 2022)},
  volume = {35},
  pages = {12040--12057},
  editors = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh},
  publisher = {Curran Associates, Inc.},
  month = dec,
  year = {2022},
  note = {*equal first authorship},
  slug = {reizingeretal22},
  author = {Reizinger*, P. and Gresele*, L. and Brady*, J. and von K{\"u}gelgen, J. and Zietlow, D. and Sch{\"o}lkopf, B. and Martius, G. and Brendel, W. and Besserve, M.},
  url = {https://proceedings.neurips.cc/paper_files/paper/2022/hash/4eb91efe090f72f7cf42c69aab03fe85-Abstract-Conference.html},
  month_numeric = {12}
}