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Youze Huang

3 accepted papers

2026

CTRL&SHIFT: High-quality Geometry-Aware Object Manipulation in Visual Generation

ICLR 2026poster

Object-level manipulation—relocating or reorienting objects in images or videos while preserving scene realism—is central to film post-production, AR, and creative editing. Yet existing methods struggle to jointly achieve three core goals: background preservation, geometric consistency under viewpoi…

Cited by 0SourceScholar
2026

Refacade: Editing Object with Given Reference Texture

CVPR 2026

Recent advances in diffusion models have brought remarkable progress in image and video editing, yet some tasks remain underexplored. In this paper, we extend Object Retexture into video domain, which transfers local textures from a reference object to a target object in images or videos. To perform

Cited by 0SourcecodeScholar
2025

Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists

NeurIPS 2025poster

Video content editing has a wide range of applications. With the advancement of diffusion-based generative models, video editing techniques have made remarkable progress, yet they still remain far from practical usability. Existing inversion-based video editing methods are time-consuming and struggl…

Cited by 0SourcecodeScholar