FADE: Frequency-Aware Diffusion Model Factorization for Video Editing

A black swan swimming in a river beside bushes Motion Edit: swimming → flapping the wings Figure 1. Diverse video editing results of FADE. Our training-free approach, utilizing frequency-aware factorization and modulation, achieves high-fidelity, coherent edits across a variety of video types. FADE handles both appearance and motion adjustments with impressive robustness, ensuring precise alignment with input prompts and maintaining temporal consistency. Best viewed in color.