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Xiujun Ma

1 accepted papers

2026

ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment

AAAI 2026technical

Training-free video object editing aims to achieve precise object-level manipulation, including object insertion, swapping, and deletion. However, it faces significant challenges in maintaining fidelity and temporal consistency. Existing methods, often designed for U-Net architectures, suffer from t

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