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Author

Michael Gharbi

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Preprint Aug 2026

Instruction-Based Video Editing by Repurposing an Image Editing Model

Instruction-based video editing is commonly built on video-pretrained generative backbones: a video diffusion transformer is adapted, at considerable cost, to condition on a source video and an editing instruction. In this report we explore a different route and show that a strong instruction-based image editing model...

Yun-Peng Bai, Yossi Gandelsman, Michael Gharbi et al. · 3 citations
Jul 2026

DuSPiT: Dual-Branch Sub-Patch Pixel Diffusion Transformer

The proposed DuSPiT uses a compact base branch for efficient global reasoning and a parallel, high-capacity pixel branch, organized into subpatch groups, to preserve detailed appearance, with the two branches interacting through cross-attention.

Yunpeng Bai, Yossi Gandelsman, Michael Gharbi · 0 citations

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