MemoGen: Using past experience to improve text-to-image generation

Arxiv CS.CV (computer vision)

The paper introduces MemoGen, a new approach that leverages past experience to improve text-to-image generation by retrieving and adapting from a memory bank of previous generation tasks, ensuring consistency and handling implicit constraints. It combines retrieval-augmented generation with agentic methods for enhanced reliability.

memogentext-to-imagerag

Arxiv CS.CV (computer vision)·Wenshuo ChenKuimou YuBowen TianJianfei SongShaofeng LiangHaozhe JiaKan ChengHaosen LiKaishen YuanLei WangJiemin WuSongning LaiYutao Yue

8 days ago