Novel Object Synthesis via Adaptive Text-Image Harmony

Z **ong, Z Zhang, Z Chen, S Chen, X Li, G Sun… - arxiv preprint arxiv …, 2024 - arxiv.org
In this paper, we study an object synthesis task that combines an object text with an object
image to create a new object image. However, most diffusion models struggle with this …

Bringing Characters to New Stories: Training-Free Theme-Specific Image Generation via Dynamic Visual Prompting

Y Zhang, M Luo, W Dong, X Yang, H Huang… - arxiv preprint arxiv …, 2025 - arxiv.org
The stories and characters that captivate us as we grow up shape unique fantasy worlds,
with images serving as the primary medium for visually experiencing these realms …