• Max-Planck-Institut für Informatik
    Saarland Informatics Campus
    Campus E1 4
    66123 Saarbrücken
  • Room 618

Publications

SymNP: Learning Symmetry Priors between Neural Points
Christopher Wewer, Eddy Ilg, Bernt Schiele, Jan Eric Lenssen
SymNP: Learning Symmetry Priors between Neural Points
in International Conference of Computer Vision (ICCV), 2023.
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
Garvita Tiwari, Dimitrije Antic, Jan Eric Lenssen, Nikolaos Sarafianos, Tony Tung, Gerard Pons-Moll
Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
in European Conference on Computer Vision (ECCV), 2022.
Oral - Best Paper Honourable Mention
TOCH: Spatio-Temporal Object-to-Hand Correspondence for Motion Refinement
Keyang Zhou, Bharat Lal Bhatnagar, Jan Eric Lenssen, Gerard Pons-Moll
TOCH: Spatio-Temporal Object-to-Hand Correspondence for Motion Refinement
in European Conference on Computer Vision (ECCV), 2022.
GnnAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings
Matthias Fey, Jan Eric Lenssen, Frank Weichert, Jure Leskovec
GnnAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings
in International Conference of Machine Learning (ICML), 2021.
Deep Graph Matching Consensus
Matthias Fey, Jan Eric Lenssen, Christopher Morris, Jonathan Masci, Nils Kriege
Deep Graph Matching Consensus
in International Conference on Learning Representations (ICLR), 2020.
Deep Iterative Surface Normal Estimation
Jan Eric Lenssen, Christian Osendorfer, Jonathan Masci
Deep Iterative Surface Normal Estimation
in Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Oral
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction
Rohan Chabra, Jan Eric Lenssen, Eddy Ilg, Tanner Schmidt, Julian Straub, Steven Lovegrove, Richard Newcombe
Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction
in European Conference on Computer Vision (ECCV), 2020.
arXiv
Quaternion Equivariant Capsule Networks for 3D Point Clouds
Yongheng Zhao, Tolga Birdal, Jan Eric Lenssen, Emanuele Menegatti, Leonidas Guibas, Federico Tombari
Quaternion Equivariant Capsule Networks for 3D Point Clouds
in European Conference on Computer Vision (ECCV), 2020.
Oral
Fast Graph Representation Learning with PyTorch Geometric
Matthias Fey, Jan Eric Lenssen
Fast Graph Representation Learning with PyTorch Geometric
in ICLR Workshop on Graph Learning (ICLR-W), 2019.
Weisfeiler and leman go neural: Higher-order graph neural networks
Christopher Morris, Martin Ritzert, Matthias Fey, William Hamilton, Jan Eric Lenssen, Gaurav Rattan, Martin Grohe
Weisfeiler and leman go neural: Higher-order graph neural networks
in AAAI Conference on Artificial Intelligence (AAAI), 2019.
Group Equivariant Capsule Networks
Jan Eric Lenssen, Matthias Fey, Pascal Libuschewski
Group Equivariant Capsule Networks
in Neural Information Processing Systems (NeurIPS), 2018.
Group Equivariant Capsule Networks
Matthias Fey, Jan Eric Lenssen, Frank Weichert, Heinrich Müller
Group Equivariant Capsule Networks
in Conference on Computer Vision and Pattern Recognition (CVPR), 2018.