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This paper's Pull-back algorithm is similar to normalizing flows in that it also adopts a layer-by-layer stacking strategy, but it does not require the transformation to be invertible, nor does it require a closed-form Jacobian determinant; each layer only needs to learn a Stein displacement field, which makes the Pull-back algorithm more flexible in transformation form than traditional normalizing flows.

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10/13/2026
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