Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation

This repository hosts the official PyTorch implementation of the paper: "Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation".

Our approach can effectively mitigate the subject neglect or mixing issues suffered by MMDiT-based text-to-image models for similar subject generation.

Tianyi Wei¹, Dongdong Chen², Yifan Zhou¹, Xingang Pan^1
1S-Lab, Nanyang Technological University, ²Microsoft GenAI