@inproceedings{liu2025flowing, title={Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution}, author={Liu, Qihao and Yin, Xi and Yuille, Alan and Brown, Andrew and Singh, Mannat}, booktitle={Proceedings of the Computer Vision and Pattern Recognition Conference}, pages={2755--2765}, year={2025} }