@article{zheng2025continuously, title={Continuously Augmented Discrete Diffusion Model for Categorical Generative Modeling}, author={Huangjie Zheng, Shansan Gong, Ruixiang Zhang, Tianrong Chen, Jiatao Gu, Mingyuan Zhou, Navdeep Jaitly, Yizhe Zhang}, journal={arXiv preprint arXiv:2510.01329}, url={https://arxiv.org/abs/2510.01329}, year={2026} }