Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities

Understand

Text-to-Image generation (TTI) technologies are advancing rapidly, especially in the English language communities.

• However, apart from the user input language barrier problem, English-native TTI models inherently carry biases from their English world centric training data, which creates a dilemma for development of other language-native TTI models.
• One common choice is to fine-tune the English-native TTI model with translated samples.
• It falls short of fully addressing the model bias problem.