Straight-line generative flows exist for arbitrary Gaussian endpoints but do not exist for targets with sufficiently well-separated modes.
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One-Shot Generative Flows: Existence and Obstructions
Straight-line generative flows exist for arbitrary Gaussian endpoints but do not exist for targets with sufficiently well-separated modes.