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TOCH: Spatio-Temporal Object Correspondence to Hand for Motion Refinement



Keyang Zhou , Bharat Bhatnagar , Jan Eric Lenssen , Gerard Pons-Moll


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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


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Quaternion Equivariant Capsule Networks for 3D Point Clouds



Yongheng Zhao , Tolga Birdal , Jan Eric Lenssen , Emanuele Menegatti , Leonidas Guibas , Federico Tombari


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Differentiable Iterative Surface Normal Estimation



Jan Eric Lenssen , Christian Osendorfer , Jonathan Masci


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Fast Graph Representation Learning with PyTorch Geometric



Matthias Fey , Jan Eric Lenssen


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Group Equivariant Capsule Networks



Jan Eric Lenssen , Matthias Fey , Pascal Libuschewski

* Presented at NIPS 2018 

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SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels



Matthias Fey , Jan Eric Lenssen , Frank Weichert , Heinrich Müller

* Presented at CVPR 2018 

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