DINO in the Room: Leveraging 2D Foundation Models for 3D Segmentation (DITR)

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🚧 Code will follow soon (Update 2025-11-06: awaiting final approval from the legal department)

📢 News

• 2025-11-05: Accepted to 3DV 2026.
• 2025-05-27: Winner of the CVPR 2025 ScanNet++ challenge.
• 2024-05-27: Accepted to CVPR 2025 T4V Workshop.

🎓 Citation

If you use our work in your research, please use the following BibTeX entry.

@InProceedings{abouzeid2025ditr,
  title     = {{DINO} in the Room: Leveraging {2D} Foundation Models for {3D} Segmentation},
  author    = {Abou Zeid, Karim and Yilmaz, Kadir and de Geus, Daan and Hermans, Alexander and Adrian, David and Linder, Timm and Leibe, Bastian},
  booktitle = {2026 International Conference on 3D Vision (3DV)},
  year      = {2026}
}