Abstract: Highlights•We propose a novel Fine Rendering High-resolution Makeup Transfer (FRHMT) method.•We design the Hierarchical Residual Inversion module to preserve the image contents.•Our proposed training process eliminates the need for pseudo-paired data synthesis.•A new dataset consisting of 9,716 high-resolution facial images is collected.
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