Quaternion Equivariant Capsule Networks for 3D Point Clouds

Quaternion Equivariant Capsule Networks for 3D Point Clouds

27 December 2019

Emanuele Menegatti

Leonidas J. Guibas

Federico Tombari

Papers citing "Quaternion Equivariant Capsule Networks for 3D Point Clouds"

9 / 9 papers shown

Title
Chordal Averaging on Flag Manifolds and Its Applications Nathan Mankovich Tolga Birdal 17 5 0 23 Mar 2023
General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment Liang Xie Yibo Yang Wenxiao Wang Binbin Lin Deng Cai Xiaofei He Ronghua Liang 3DPC 8 2 0 20 Feb 2023
Learning a Task-specific Descriptor for Robust Matching of 3D Point Clouds Zhiyuan Zhang Yuchao Dai Bin Fan Jiadai Sun Mingyi He 3DPC 30 6 0 26 Oct 2022
E2PN: Efficient SE(3)-Equivariant Point Network Minghan Zhu Maani Ghaffari W. A. Clark Huei Peng 3DPC 8 18 0 11 Jun 2022
Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks Tolga Birdal Aaron Lou Leonidas J. Guibas Umut cSimcsekli 6 60 0 25 Nov 2021
Projective Manifold Gradient Layer for Deep Rotation Regression Jiayi Chen Yingda Yin Tolga Birdal Baoquan Chen Leonidas J. Guibas He-Nan Wang 24 33 0 22 Oct 2021
Scalars are universal: Equivariant machine learning, structured like classical physics Soledad Villar D. Hogg Kate Storey-Fisher Weichi Yao Ben Blum-Smith PINN AI4CE 16 130 0 11 Jun 2021
SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration Sheng Ao Qingyong Hu Bo Yang Andrew Markham Yulan Guo 3DPC OOD 8 271 0 24 Nov 2020
A General Theory of Equivariant CNNs on Homogeneous Spaces Taco S. Cohen Mario Geiger Maurice Weiler MLT AI4CE 143 289 0 05 Nov 2018