@article{beyondlineardiffusionsimprovedrepresenta, title = {Beyond Linear Diffusions: Improved Representations for Rare Conditional Generative Modeling}, author = {Kulunu Dharmakeerthi and Yousef El-Laham and Henry H. Wong and Vamsi K. Potluru and Changhong He and Taosong He}, year = {2025}, eprint = {2510.02499}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.02499}, }