3 papers
cs.CV2026
FREE-Edit: Using Editing-aware Injection in Rectified Flow Models for Zero-shot Image-Driven Video Editing
Maomao Li, Yunfei Liu, Yu Li
Image-driven video editing aims to propagate edit contents from the modified first frame to the remaining frames. Existing methods usually invert the source video to noise using a…
cs.CV2025
Qffusion: Controllable Portrait Video Editing via Quadrant-Grid Attention Learning
Maomao Li, Lijian Lin, Yunfei Liu +2
This paper presents Qffusion, a dual-frame-guided framework for portrait video editing. Specifically, we consider a design principle of ``animation for editing'', and train Qffusio…
cs.CV2025
Exploring Iterative Manifold Constraint for Zero-shot Image Editing
Maomao Li, Yu Li, Yunfei Liu +1
Editability and fidelity are two essential demands for text-driven image editing, which expects that the editing area should align with the target prompt and the rest remain unchan…