On a 2D Gaussian bump task, disentangled latents alone fail to generalize out-of-distribution, but forcing latents to be rendered into pixel space restores compositional generalization.
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Compositional Generalization via Forced Rendering of Disentangled Latents
On a 2D Gaussian bump task, disentangled latents alone fail to generalize out-of-distribution, but forcing latents to be rendered into pixel space restores compositional generalization.