Moving beyond the traditional paradigms of "Thinking with Text" (e.g., Chain-of-Thought) and "Thinking with Images", we propose "Thinking with Video"—a new paradigm that unifies visual and textual ...

This repository is the official implementation of Light-A-Video. It is a training-free framework that enables zero-shot illumination control of any given video sequences or foreground sequences. Click ...