2026
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 | Teaching DINOv3 About Partial 3D Geometry: A Self-Supervised Geometry-Aware Approach V. Ehm, D. Cao, R. Marin, D. Scholz, W. Wang, F. Bernard, D. Cremers In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2026. @article{ehmcvpr2026,
title = {Teaching DINOv3 About Partial 3D Geometry: A Self-Supervised Geometry-Aware Approach},
author = {V. Ehm and D. Cao and R. Marin and D. Scholz and W. Wang and F. Bernard and D. Cremers},
year = {2026},
date = {2026-06-18},
urldate = {2026-06-18},
journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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 | Non-Rigid 3D Shape Correspondences: From Foundations to Open Challenges and Opportunities A. Zhuravlev, B. Lennart, D. Cao, N. El Amrani, P. Roetzer, V. Ehm, R. Marin, H. Nishizawa, S. Morishima, C. Theobalt, and N. Navab, D. Cremers, F. Bernard, Z. Lähner, V. Golyanik In: Eurographics STAR, 2026. @article{zhuravlev2026,
title = {Non-Rigid 3D Shape Correspondences: From Foundations to Open Challenges and Opportunities},
author = {A. Zhuravlev and B. Lennart and D. Cao and N. El Amrani and P. Roetzer and V. Ehm and R. Marin and H. Nishizawa and S. Morishima and C. Theobalt and and N. Navab and D. Cremers and F. Bernard and Z. L\"{a}hner and V. Golyanik},
year = {2026},
date = {2026-05-04},
urldate = {2026-05-04},
journal = {Eurographics STAR},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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 | D. Cao, G. Sun, M. Habermann, F. Bernard In: International Conference on 3D Vision (3DV), 2026. [pdf] @article{cao25,
title = {Hyper Diffusion Avatars: Dynamic Human Avatar Generation using Network Weight Space Diffusion},
author = {D. Cao and G. Sun and M. Habermann and F. Bernard},
url = {https://arxiv.org/pdf/2509.04145},
year = {2026},
date = {2026-03-08},
urldate = {2026-03-08},
journal = {International Conference on 3D Vision (3DV)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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 | L. Sang, Z. Canfes, R. Marin, D. Cao, F. Bernard, D. Cremers In: International Conference on 3D Vision (3DV), 2026. [pdf] @article{sang3dv2026,
title = {TwoSquared: 4D Generation from 2D Image Pairs},
author = {L. Sang and Z. Canfes and R. Marin and D. Cao and F. Bernard and D. Cremers},
url = {https://arxiv.org/pdf/2504.12825},
year = {2026},
date = {2026-03-08},
urldate = {2026-03-08},
journal = {International Conference on 3D Vision (3DV)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2025
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 | V. Ehm, N. El Amrani, Y. Xie, L. Bastian, M. Gao, W. Wang, L. Sang, D. Cao, T. Weißberg, Z. Lähner, D. Cremers, F. Bernard In: Computer Graphics Forum (CGF) / Symposium on Geometry Processing (SGP), 2025. [pdf] [project page] [code] @article{becos2025,
title = {Beyond Complete Shapes: A Benchmark for Quantitative Evaluation of 3D Shape Matching Algorithms},
author = {V. Ehm and N. El Amrani and Y. Xie and L. Bastian and M. Gao and W. Wang and L. Sang and D. Cao and T. Wei\ssberg and Z. L\"{a}hner and D. Cremers and F. Bernard},
url = {https://diglib.eg.org/bitstreams/bf60d8eb-5528-4cc9-ba8a-0427cea8b8d4/download},
year = {2025},
date = {2025-07-01},
urldate = {2025-07-01},
journal = {Computer Graphics Forum (CGF) / Symposium on Geometry Processing (SGP)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
 | L. Sang, Z. Canfes, D. Cao, R. Marin, F. Bernard, D. Cremers In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025. [pdf] [project page] [code] @article{sang2025cvpr,
title = {4Deform: Neural Surface Deformation for Robust Shape Interpolation},
author = {L. Sang and Z. Canfes and D. Cao and R. Marin and F. Bernard and D. Cremers},
url = {https://arxiv.org/pdf/2502.20208},
year = {2025},
date = {2025-06-11},
urldate = {2025-06-11},
journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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 | L. Sang, Z. Canfes, D. Cao, F. Bernard, D. Cremers In: International Conference on Learning Representations (ICLR), 2025. [pdf] [code] @article{sang2025,
title = {Implicit Neural Surface Deformation with Explicit Velocity Fields},
author = {L. Sang and Z. Canfes and D. Cao and F. Bernard and D. Cremers},
url = {https://arxiv.org/pdf/2501.14038},
year = {2025},
date = {2025-04-02},
urldate = {2025-04-02},
journal = {International Conference on Learning Representations (ICLR)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2024
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 | N. El Amrani, D. Cao, F. Bernard In: Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024. [pdf] [code] @article{elamrani2024,
title = {A Universal and Flexible Framework for Unsupervised Statistical Shape Model Learning},
author = {N. El Amrani and D. Cao and F. Bernard},
url = {https://nafieamrani.github.io/assets/pdf/nafie2024miccai.pdf},
year = {2024},
date = {2024-10-06},
urldate = {2024-10-06},
journal = {Medical Image Computing and Computer Assisted Intervention (MICCAI)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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 | D. Cao, Z. Lähner, F. Bernard In: European Conference on Computer Vision (ECCV), 2024. [pdf] @article{cao2024eccv,
title = {Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape Matching},
author = {D. Cao and Z. L\"{a}hner and F. Bernard},
url = {https://arxiv.org/pdf/2407.08244},
year = {2024},
date = {2024-09-29},
urldate = {2024-09-29},
journal = {European Conference on Computer Vision (ECCV)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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 | P. Roetzer, A. Abbas, D. Cao, F. Bernard, P. Swoboda In: European Conference on Computer Vision (ECCV), 2024. [pdf] [code] @article{roetzer2024eccv,
title = {DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching},
author = {P. Roetzer and A. Abbas and D. Cao and F. Bernard and P. Swoboda},
url = {https://www.ecva.net/papers/eccv_2024/papers_ECCV/papers/07026.pdf},
year = {2024},
date = {2024-09-28},
urldate = {2024-09-28},
journal = {European Conference on Computer Vision (ECCV)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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 | D. Cao, M. Eisenberger, N. El Amrani, D. Cremers, F. Bernard In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. [pdf] [code] @article{cao2024cvpr,
title = {Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation},
author = {D. Cao and M. Eisenberger and N. El Amrani and D. Cremers and F. Bernard},
url = {https://arxiv.org/pdf/2402.18920.pdf},
year = {2024},
date = {2024-06-17},
urldate = {2024-06-17},
journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
 | W. Wang, D. Cao, F. Bernard In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024. [pdf] @article{wang2024,
title = {Unsupervised 3D Structure Inference from Category-Specific Image Collections},
author = {W. Wang and D. Cao and F. Bernard},
url = {https://openaccess.thecvf.com/content/CVPR2024/papers/Wang_Unsupervised_3D_Structure_Inference_from_Category-Specific_Image_Collections_CVPR_2024_paper.pdf},
year = {2024},
date = {2024-06-17},
urldate = {2024-06-17},
journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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 | D. Cao, P. Roetzer, F. Bernard In: International Conference on 3D Vision (3DV), 2024. [pdf] @article{cao20243dv,
title = {Revisiting Map Relations for Unsupervised Non-Rigid Shape Matching},
author = {D. Cao and P. Roetzer and F. Bernard},
url = {https://arxiv.org/abs/2310.11420},
year = {2024},
date = {2024-03-21},
urldate = {2024-03-21},
journal = {International Conference on 3D Vision (3DV)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2023
|
 | D. Cao, P. Roetzer, F. Bernard In: SIGGRAPH / ACM Transactions on Graphics (TOG), 2023. [pdf] [code] [project page] @article{cao2023sig,
title = {Unsupervised Learning of Robust Spectral Shape Matching},
author = {D. Cao and P. Roetzer and F. Bernard},
url = {https://arxiv.org/pdf/2304.14419.pdf},
year = {2023},
date = {2023-08-06},
urldate = {2023-08-06},
journal = {SIGGRAPH / ACM Transactions on Graphics (TOG)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
 | D. Cao, F. Bernard In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [pdf] [code]
@article{cao2023,
title = {Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching},
author = {D. Cao and F. Bernard},
url = {https://arxiv.org/abs/2303.10971},
year = {2023},
date = {2023-06-18},
urldate = {2023-06-18},
journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
2022
|
 | D. Cao, F. Bernard In: European Conference on Computer Vision (ECCV), 2022. [pdf] [code] @article{cao2022,
title = {Unsupervised Deep Multi-Shape Matching},
author = {D. Cao and F. Bernard},
url = {https://arxiv.org/abs/2207.09610},
year = {2022},
date = {2022-09-02},
urldate = {2022-09-02},
journal = {European Conference on Computer Vision (ECCV)},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|