Let be a measure-preserving transformation of a Lebesgue space and let be its extension to a bundle by smooth fiber maps so that the derivative of at the zero section has negative Lyapunov exponents. We construct a measurable system of smooth coordinate changes on for -a.e. so that the maps are sub-resonance polynomials in a finite dimensional Lie group. Our construction shows that such and are unique up to a sub-resonance polynomial. As a consequence, we obtain the centralizer theorem that the coordinate change also conjugates any commuting extension to a polynomial extension of the same type. We apply our results to a measure-preserving diffeomorphism with a non-uniformly contracting invariant foliation . We construct a measurable system of smooth coordinate changes such that the maps $\h_{fx} \circ f \circ \h_x ^{-1}$ are polynomials of sub-resonance type. Moreover, we show that for almost every leaf the coordinate changes exist at each point on the leaf and give a coherent atlas with transition maps in a finite dimensional Lie group.

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