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Julius von Kügelgen
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Interaction Asymmetry: A General Principle for Learning Composable Abstractions
Provably Learning Object-Centric Representations
Embrace the Gap: VAEs Perform Independent Mechanism Analysis
Visual representation learning does not generalize strongly within the same domain
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
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