Jan Eric Lenssen
Group Leader

@inproceedings{wewer24latentsplat,
    title = {latentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction},
    author = {Wewer, Christopher and Raj, Kevin and Ilg, Eddy and Schiele, Bernt and Lenssen, Jan Eric},
    booktitle = {arXiv preprint arXiv:2403.16292},
    year = {2024},
}

@inproceedings{das23npg,
    title = {Neural Parametric Gaussians for Monocular Non-Rigid Object Reconstruction},
    author = {Das, Devikalyan and Wewer, Christopher and Yunus, Raza and Ilg, Eddy and Lenssen, Jan Eric},
    booktitle = {Conference on Computer Vision and Pattern Recognition ({CVPR})},
    year = {2024},
}

@inproceedings{schroppel23npcd,
    title = {Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation},
    author = {Schröppel, Philipp and Wewer, Christopher and Lenssen, Jan Eric and Ilg, Eddy and Brox, Thomas},
    booktitle = {Conference on Computer Vision and Pattern Recognition ({CVPR})},
    year = {2024},
}

@inproceedings{he24nrdf,
    title = {NRDF: Neural Riemannian Distance Fields for Learning Articulated Pose Priors},
    author = {He, Yannan and Tiwari, Garvita and Birdal, Tolga and Lenssen, Jan Eric and Pons-Moll, Gerard},
    booktitle = {Conference on Computer Vision and Pattern Recognition ({CVPR})},
    year = {2024},
}

@inproceedings{xie23hdm,
    title = {Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation},
    author = {Xie, Xianghui and Bhatnagar, Bharat and Lenssen, Jan Eric and Pons-Moll, Gerard},
    booktitle = {Conference on Computer Vision and Pattern Recognition ({CVPR})},
    year = {2024},
}

@inproceedings{zhou24gears,
    title = {GEARS: Local Geometry-aware Hand-object Interaction Synthesis},
    author = {Zhou, Keyang and Bhatnagar, Bharat and Lenssen, Jan Eric and Pons-Moll, Gerard},
    booktitle = {Conference on Computer Vision and Pattern Recognition ({CVPR})},
    year = {2024},
}

@inproceedings{yunus24star,
    title = {Recent Trends in 3D Reconstruction of General Non-Rigid Scenes},
    author = {Yunus, Raza and Lenssen, Jan Eric and Niemeyer, Michael and Liao, Yiyi and Rupprecht, Christian and Theobalt, Christian and Pons-Moll, Gerard and Huang, Jia-Bin and Golyanik, Vladislav and Ilg, Eddy},
    booktitle = {Eurographics},
    year = {2024},
}

@inproceedings{fey23rdl,
    title = {Relational Deep Learning: Graph Representation Learning on Relational Databases},
    author = {Fey, Matthias and Hu, Weihua and Huang, Kexin and Lenssen, Jan Eric and Ranjan, Rishabh and Robinson, Joshua and Ying, Rex and You, Jiaxuan and  Leskovec, Jure},
    booktitle = {arXiv preprint arXiv:2312.04615},
    year = {2023},
}

@inproceedings{wewer23simnp,
    title = {SimNP: Learning Self-Similarity Priors between Neural Points},
    author = {Wewer, Christopher and Ilg, Eddy and Schiele, Bernt and Lenssen, Jan Eric},
    booktitle = {International Conference of Computer Vision ({ICCV})},
    year = {2023},
}

@inproceedings{tiwari22posendf,
    title = {Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields},
    author = {Tiwari, Garvita and Antic, Dimitrije and Lenssen, Jan Eric and Sarafianos, Nikolaos and Tung, Tony and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {October},
    organization = {{Springer}},
    year = {2022},
}

@inproceedings{zhou2022toch,
    title = {TOCH: Spatio-Temporal Object-to-Hand Correspondence for Motion Refinement},
    author = {Zhou, Keyang and Bhatnagar, Bharat Lal and Lenssen, Jan Eric and Pons-Moll, Gerard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    month = {October},
    organization = {{Springer}},
    year = {2022},
}

@inproceedings{fey2021gas,
    title = {GnnAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings},
    author = {Fey, Matthias and Lenssen, Jan Eric and Weichert, Frank and Leskovec, Jure},
    booktitle = {International Conference of Machine Learning ({ICML})},
    year = {2021},
}

@inproceedings{fey2020dgmc,
    title = {Deep Graph Matching Consensus},
    author = {Fey, Matthias and Lenssen, Jan Eric and Morris, Christopher and Masci, Jonathan and Kriege, Nils},
    booktitle = {International Conference on Learning Representations ({ICLR})},
    year = {2020},
}

@inproceedings{lenssen2020disne,
    title = {Deep Iterative Surface Normal Estimation},
    author = {Lenssen, Jan Eric and Osendorfer, Christian and Masci, Jonathan},
    booktitle = {Conference on Computer Vision and Pattern Recognition ({CVPR})},
    year = {2020},
}

@inproceedings{chabra2020deepls,
    title = {Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction},
    author = {Chabra, Rohan and Lenssen, Jan Eric and Ilg, Eddy and Schmidt, Tanner and Straub, Julian and Lovegrove, Steven and Newcombe, Richard},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    year = {2020},
}

@inproceedings{zhao2020quatcaps,
    title = {Quaternion Equivariant Capsule Networks for 3D Point Clouds},
    author = {Zhao, Yongheng and  Birdal, Tolga and Lenssen, Jan Eric and Menegatti, Emanuele and Guibas, Leonidas and Tombari, Federico},
    booktitle = {European Conference on Computer Vision ({ECCV})},
    year = {2020},
}

@inproceedings{fey2019pyg,
    title = {Fast Graph Representation Learning with PyTorch Geometric},
    author = {Fey, Matthias and Lenssen, Jan Eric},
    booktitle = {ICLR Workshop on Graph Learning ({ICLR-W})},
    year = {2019},
}

@inproceedings{morris2019kgnn,
    title = {Weisfeiler and leman go neural: Higher-order graph neural networks},
    author = {Morris, Christopher and Ritzert, Martin and Fey, Matthias and Hamilton, William and Lenssen, Jan Eric and Rattan, Gaurav and Grohe, Martin},
    booktitle = {AAAI Conference on Artificial Intelligence ({AAAI})},
    year = {2019},
}

@inproceedings{lenssen2019gecn,
    title = {Group Equivariant Capsule Networks},
    author = {Lenssen, Jan Eric and Fey, Matthias and Libuschewski, Pascal},
    booktitle = {Neural Information Processing Systems ({NeurIPS})},
    year = {2018},
}

@inproceedings{fey2018splinecnn,
    title = {Group Equivariant Capsule Networks},
    author = {Fey, Matthias and Lenssen, Jan Eric and Weichert, Frank and Müller, Heinrich},
    booktitle = {Conference on Computer Vision and Pattern Recognition ({CVPR})},
    year = {2018},
}