Data Party THU

Dec 2, 2025 · Artificial Intelligence

FFGo: Turning the First Frame into a Conceptual Memory for Video Customization

FFGo reveals that the first frame of text‑to‑video models acts as a conceptual memory buffer storing visual entities, and by using a few‑shot LoRA trained on only 20‑50 curated examples with a special transition prompt, it reliably activates multi‑object fusion, enabling high‑quality, controllable video customization without model architecture changes.