Image Collage

Image collage, the art of assembling multiple images into a unified composition, is experiencing a resurgence driven by advancements in AI. Current research focuses on developing algorithms, often employing diffusion models and large language models, to generate collages with greater control over composition, style, and resolution, even extending to irregular shapes. These techniques are improving image synthesis, enabling efficient large model training through strategies like low-precision computation, and offering new tools for artistic expression and creative visualization. The resulting advancements have implications for both artistic applications and efficient large-scale image processing.

Papers