DAPE: Dual-Stage Parameter-Efficient Fine-Tuning for Consistent Video Editing with Diffusion Models. - Junhao Xia; Chaoyang Zhang; Yecheng Zhang; Chengyang Zhou; Zhichang Wang; Bochun Liu; Dongshuo Yin (CoRR, 2025)