@article{thediffusionencoder, title = {The Diffusion Encoder}, author = {Akhil Premkumar and Sarah Lucioni}, year = {2026}, eprint = {2605.13399}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.13399}, }