Causal3DIdent
Introduced by Kügelgen et al. in Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
Update on 3DIdent, where we introduce six additional object classes (Hare, Dragon, Cow, Armadillo, Horse, and Head), and impose a causal graph over the latent variables. For further details, see Appendix B in the associated paper (https://arxiv.org/abs/2106.04619).
Benchmarks
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Causal3DIdent
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SimCLR
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Papers
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