@inproceedings{kesslerSinkhornNormalizationDiffusion2026,
  title = {Sinkhorn Normalization of Diffusion Kernels},
  booktitle = {2026 International Conference on Machine Learning (ICML)},
  author = {Kessler, Nathan and Magnet, Robin and Feydy, Jean},
  year = 2026,
  publisher = {ICML},}

@inproceedings{abulnagaUnifiedBrainSurface2026,
  title = {Unified Brain Surface and Volume Registration},
  booktitle = {2026 International Conference on Learning Representations (ICLR)},
  author = {Abulnaga, S Mazdak and Hoopes, Andrew and Hoffmann, Malte and Magnet, Robin and Ovsjanikov, Maks and Z{\"o}llei, Lilla and Guttag, John and Fischl, Bruce and Dalca, Adrian V},
  year = 2026,
  publisher = {ICLR},
}

@phdthesis{magnet2024robust,
  title  = {Robust Spectral Methods for Shape Analysis
            and Deformation Assessment},
  author = {Magnet, Robin},
  school = {Institut Polytechnique de Paris},
  year   = {2024}
}

@inproceedings{magnetMemoryScalableSimplifiedFunctional2024,
  title = {Memory-{{Scalable}} and {{Simplified Functional Map Learning}}},
  booktitle = {2024 {{IEEE}}/{{CVF Conference}} on {{Computer Vision}} and {{Pattern Recognition}} ({{CVPR}})},
  author = {Magnet, Robin and Ovsjanikov, Maks},
  year = 2024,
  publisher = {IEEE},
  doi = {10.1109/CVPR52733.2024.00387},
}

@article{magnet2023assessing,
  title   = {Assessing Craniofacial Growth and Form Without Landmarks:
             A New Automatic Approach Based on Spectral Methods},
  author  = {Magnet, Robin and Bloch, Kevin and Taverne, Maxime and
             Melzi, Simone and Geoffroy, Maya and Khonsari, Roman H.
             and Ovsjanikov, Maks},
  journal = {Journal of Morphology},
  year    = {2023}
}

@article{magnetScalableEfficientFunctional2023,
  title = {Scalable and {{Efficient Functional Map Computations}} on {{Dense Meshes}}},
  author = {Magnet, Robin and Ovsjanikov, Maks},
  year = 2023,
  journal = {Computer Graphics Forum},
  doi = {10.1111/cgf.14746}
}

@inproceedings{magnetSmoothNonRigidShape2022,
  title = {Smooth {{Non-Rigid Shape Matching}} via {{Effective Dirichlet Energy Optimization}}},
  booktitle = {2022 {{International Conference}} on {{3D Vision}} ({{3DV}})},
  author = {Magnet, Robin and Ren, Jing and {Sorkine-Hornung}, Olga and Ovsjanikov, Maks},
  year = 2022,
  publisher = {IEEE},
  doi = {10.1109/3DV57658.2022.00061},
}

@inproceedings{magnetDWKSLocalDescriptor2021,
  title = {{{DWKS}} : {{A Local Descriptor}} of {{Deformations Between Meshes}} and {{Point Clouds}}},
  shorttitle = {{{DWKS}}},
  booktitle = {2021 {{IEEE}}/{{CVF International Conference}} on {{Computer Vision}} ({{ICCV}})},
  author = {Magnet, Robin and Ovsjanikov, Maks},
  year = 2021,
  doi = {10.1109/ICCV48922.2021.00377},
}