@article{towardsagnosticandholisticuniversalimage, title = {Towards Agnostic and Holistic Universal Image Segmentation with Bit Diffusion}, author = {Jakob Lønborg Christensen and Morten Rieger Hannemose and Anders Bjorholm Dahl and Vedrana Andersen Dahl}, year = {2026}, eprint = {2601.02881}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.02881}, }