@article{omnishapezeroshotmultihypothesisshapeand, title = {OmniShape: Zero-Shot Multi-Hypothesis Shape and Pose Estimation in the Real World}, author = {Katherine Liu and Sergey Zakharov and Dian Chen and Takuya Ikeda and Greg Shakhnarovich and Adrien Gaidon and Rares Ambrus}, year = {2025}, eprint = {2508.03669}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.03669}, }