Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style

2021
papers.nips.cc

Julius von Kügelgen, Yash Sharma, Luigi Gresele, Wieland Brendel, Bernhard Schölkopf, Michel Besserve, Francesco Locatello

ELLIS Authors

Wieland Brendel
Scholar
ELLIS Institute Tübingen
Max Planck Institute for Intelligent Systems (MPI-IS)
Tübingen AI Center
Bernhard Schölkopf
Unit Director • Program Director • Fellow
ELLIS Institute Tübingen
Max Planck Institute for Intelligent Systems (MPI-IS)
Tübingen AI Center
Michel Besserve
Member
Max Planck Institute for Intelligent Systems (MPI-IS)
Francesco Locatello
Scholar
Institute of Science and Technology Austria (ISTA)

Author Locations

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