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20242026
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cs.LG2026

Native Extrapolation Awareness in Flow-Based Conditional Generation

Constantinos Tsakonas, Serena Ivaldi, Jean-Baptiste Mouret

The paper proposes Diverging Flows, a method that augments flow-based conditional generative models with built‑in detection of off‑manifold (extrapolation) inputs, improving safety…