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cs.CV2026
FlowAnchor: Stabilizing the Editing Signal for Inversion-Free Video Editing
Ze Chen, Lan Chen, Yuanhang Li +1
We propose FlowAnchor, a training-free framework for stable and efficient inversion-free, flow-based video editing. Inversion-free editing methods have recently shown impressive ef…
cs.AI2026
Camera Artist: A Multi-Agent Framework for Cinematic Language Storytelling Video Generation
Haobo Hu, Qi Mao, Yuanhang Li +1
We propose Camera Artist, a multi-agent framework that models a real-world filmmaking workflow to generate narrative videos with explicit cinematic language. While recent multi-age…
cs.CV2026
MLV-Edit: Towards Consistent and Highly Efficient Editing for Minute-Level Videos
Yangyi Cao, Yuanhang Li, Lan Chen +1
We propose MLV-Edit, a training-free, flow-based framework that address the unique challenges of minute-level video editing. While existing techniques excel in short-form video man…