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StyleVideo: One-shot Image-guided Video Style Transfer

Sep 2026 · Machine Intelligence Research · Vol 23, pp. 1216 - 1228 · 0 citations · 58 references
Generative Adversarial Networks and Image Synthesis

TL;DR

StyleVideo is presented, a novel one-shot image-guided video style transfer method that enables the manipulation of video styles using a single reference image and acquires a style-aware embedding from the style image through a one-shot inversion process, effectively disentangling the style information with a crafted style loss function.

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