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Model Card for 3D-MRL
This model repo provides the official pretrained models used in the paper 3D-MRL: Nested Multimodal 3D Representations via Matryoshka Representation Learning.
You can find model usage and code in the GitHub repo.
Acknowledgement
3D-MRL is built using the awesome ULIP, Point-BERT, OpenShape, Uni3D, TAMM, MixCon3D and DuoDuo CLIP.
This work was supported in part by the São Paulo Research Foundation (FAPESP), under grants #2024/09462-1 and #2026/01721-3. The authors gratefully acknowledge the Center for Mathematical Sciences Applied to Industry (CeMEAI) for providing computational resources, funded by FAPESP under grant #2013/07375-0.
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