Vector Neurons: A General Framework for SO(3)-Equivariant Networks

25 April 2021

Yueqi Duan

Papers citing "Vector Neurons: A General Framework for SO(3)-Equivariant Networks"

34 / 234 papers shown

Title
VNT-Net: Rotational Invariant Vector Neuron Transformers Hedi Zisling Andrei Sharf 3DPC 53 1 0 19 May 2022
3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design Yinan Huang Xing Peng Jianzhu Ma Muhan Zhang BDL 84 52 0 15 May 2022
Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets Xingang Peng Shitong Luo Jiaqi Guan Qi Xie Jian-wei Peng Jianzhu Ma 107 191 0 15 May 2022
Low Dimensional Invariant Embeddings for Universal Geometric Learning Nadav Dym S. Gortler 94 43 0 05 May 2022
Rotationally Equivariant 3D Object Detection Hong-Xing Yu Jiajun Wu Li Yi 3DPC 83 29 0 28 Apr 2022
SE(3)-Equivariant Attention Networks for Shape Reconstruction in Function Space Evangelos Chatzipantazis Stefanos Pertigkiozoglou Yan Sun Kostas Daniilidis 3DPC 119 33 0 05 Apr 2022
Shape-Pose Disentanglement using SE(3)-equivariant Vector Neurons Oren Katzir Dani Lischinski Daniel Cohen-Or 3DPC 73 14 0 03 Apr 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 86 25 0 31 Mar 2022
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing Shitong Luo Jiahan Li Jiaqi Guan Yufeng Su Chaoran Cheng Jian-wei Peng Jianzhu Ma 3DPC 70 35 0 28 Mar 2022
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation Robin Wang Yibo Yang Dacheng Tao 3DPC 119 18 0 08 Mar 2022
A Simple and Universal Rotation Equivariant Point-cloud Network Ben Finkelshtein Chaim Baskin Haggai Maron Nadav Dym 3DPC 112 15 0 02 Mar 2022
PCRP: Unsupervised Point Cloud Object Retrieval and Pose Estimation Pranav Kadam Qingyang Zhou Shan Liu C.-C. Jay Kuo 3DPC 63 10 0 16 Feb 2022
Benchmarking and Analyzing Point Cloud Classification under Corruptions Jiawei Ren Liang Pan Ziwei Liu 3DPC 106 86 0 07 Feb 2022
Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network An Tao Yueqi Duan He Wang Ziyi Wu Pengliang Ji Haowen Sun Jie Zhou Jiwen Lu 160 1 0 17 Dec 2021
On Automatic Data Augmentation for 3D Point Cloud Classification Wanyue Zhang Xun Xu Fayao Liu Le Zhang Chuan-Sheng Foo 3DPC 81 5 0 11 Dec 2021
Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation Anthony Simeonov Yilun Du Andrea Tagliasacchi J. Tenenbaum Alberto Rodriguez Pulkit Agrawal Vincent Sitzmann 127 248 0 09 Dec 2021
Frame Averaging for Equivariant Shape Space Learning Matan Atzmon Koki Nagano Sanja Fidler S. Khamis Y. Lipman FedML 82 13 0 03 Dec 2021
Co-domain Symmetry for Complex-Valued Deep Learning Utkarsh Singhal Yifei Xing Stella X. Yu 92 13 0 02 Dec 2021
Pose2Room: Understanding 3D Scenes from Human Activities Y. Nie Angela Dai Xiaoguang Han Matthias Nießner 98 16 0 01 Dec 2021
Robust Partial-to-Partial Point Cloud Registration in a Full Range Liang Pan Zhongang Cai Ziwei Liu 3DPC 68 22 0 30 Nov 2021
ZZ-Net: A Universal Rotation Equivariant Architecture for 2D Point Clouds Georg Bökman Fredrik Kahl Axel Flinth 3DPC 69 20 0 30 Nov 2021
Neural Fields as Learnable Kernels for 3D Reconstruction Francis Williams Zan Gojcic S. Khamis Denis Zorin Joan Bruna Sanja Fidler Or Litany 106 66 0 26 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 230 637 0 22 Nov 2021
DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds R. Wiersma Ahmad Nasikun E. Eisemann Klaus Hildebrandt 3DPC 68 18 0 16 Nov 2021
Leveraging SE(3) Equivariance for Self-Supervised Category-Level Object Pose Estimation Xiaolong Li Yijia Weng Li Yi Leonidas Guibas A. L. Abbott Shuran Song He Wang 3DPC 98 54 0 30 Oct 2021
SE(3) Equivariant Graph Neural Networks with Complete Local Frames Weitao Du He Zhang Yuanqi Du Qi Meng Wei Chen Jia Zhang Tie-Yan Liu 122 84 0 26 Oct 2021
Geometric and Physical Quantities Improve E(3) Equivariant Message Passing Johannes Brandstetter Rob D. Hesselink Elise van der Pol Erik J. Bekkers Max Welling 120 244 0 06 Oct 2021
You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors Haiping Wang Yuan Liu Zhen Dong Wenping Wang 3DPC 109 131 0 01 Sep 2021
MetaPose: Fast 3D Pose from Multiple Views without 3D Supervision Ben Usman Andrea Tagliasacchi Kate Saenko Avneesh Sud 3DH 77 23 0 10 Aug 2021
Correspondence-Free Point Cloud Registration with SO(3)-Equivariant Implicit Shape Representations Minghan Zhu Maani Ghaffari H. Peng 3DPC 114 36 0 21 Jul 2021
Universal approximation and model compression for radial neural networks I. Ganev Twan van Laarhoven Robin Walters 92 10 0 06 Jul 2021
Credit Assignment Through Broadcasting a Global Error Vector David G. Clark L. F. Abbott SueYeon Chung 89 23 0 08 Jun 2021
Canonical Capsules: Self-Supervised Capsules in Canonical Pose Weiwei Sun Andrea Tagliasacchi Boyang Deng S. Sabour S. Yazdani Geoffrey E. Hinton K. M. Yi 3DPC 87 49 0 08 Dec 2020
Cross-Shape Attention for Part Segmentation of 3D Point Clouds Marios Loizou Siddhant Garg Dmitry Petrov Melinos Averkiou E. Kalogerakis 3DPC 117 2 0 20 Mar 2020