SmallData Symposium 2024

Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space

URL:
https://openaccess.thecvf.com/content/CVPR2025/html/Sommer_Common3D_Self-Supervised_Learning_of_3D_Morphable_Models_for_Common_Objects_CVPR_2025_paper.html
Publication date:
2025/06/01
Authors:
Leonhard Sommer, Olaf Dünkel, Christian Theobalt, Adam Kortylewski
Proceedings title:
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Conference name:
Conference on Computer Vision and Pattern Recognition
Keywords: Artificial Neural Network: Transformers, Computer Vision, Embeddings, Imaging Data, Prediction, Python, Self-supervised Learning

Related Resources

common3d
Model, algorithm or code
CO3Dv2: Common Objects In 3D (version 2)
Dataset
PASCAL3D+
Dataset
ObjectNet3D
Dataset
SPair-71k
Dataset
Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space
Original Preprint

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Administrative Manager

Marc Schumacher

Institute of Medical Biometry and Statistics,
Faculty of Medicine and Medical Center –
University of Freiburg