Consistent Self-Attention

DaTaobao Tech

Sep 25, 2024 · Artificial Intelligence

Consistent Style Generation in AIGC: Style Aligned and Story Diffusion

The article reviews two AIGC techniques—Style Aligned, which shares self‑attention across a batch to keep style consistent, and Story Diffusion, which uses a training‑free Consistent Self‑Attention module followed by a transformer to generate coherent image sequences—showing promising results in home‑decoration scenarios while noting remaining challenges in fine‑grained spatial and detail alignment.