Author

Ding-Yun Zhang

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Jul 2026

FlowMimic: Mask-free Visual Editing and Generation with Pixel-pair Warped Flow Field for Online Video Editing Data Generation and Modality Mimicry

A pixel-pair temporal warped flow field is developed that can directly generate corresponding video editing samples in real time from image editing samples, and it is demonstrated across multiple levels of video editing tasks that a model can learn video editing using only such data.

Ding-Yun Zhang, Lixue Gong, Wei Liu · arXiv.org · 0 citations

Jul 2026

FlowMimic: Mask-free Visual Editing and Generation with Pixel-pair Warped Flow Field for Online Video Editing Data Generation and Modality Mimicry

In line with the prevailing direction of vision research, we explore the integration of both generation and editing capabilities for video and image modalities within a single model. Current approaches to collecting video editing data typically depend on labour-intensive, time-consuming curated procedures--involving ob...

Dingyun Zhang, Lixue Gong, Wei Liu · arXiv.org · 0 citations