SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks

SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks

18 June 2020

Daniel E. Worrall

Papers citing "SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks"

14 / 414 papers shown

Title
CKConv: Continuous Kernel Convolution For Sequential Data David W. Romero Anna Kuzina Erik J. Bekkers Jakub M. Tomczak Mark Hoogendoorn 12 123 0 04 Feb 2021
Barking up the right tree: an approach to search over molecule synthesis DAGs John Bradshaw Brooks Paige Matt J. Kusner Marwin H. S. Segler José Miguel Hernández-Lobato 43 56 0 21 Dec 2020
LieTransformer: Equivariant self-attention for Lie Groups M. Hutchinson Charline Le Lan Sheheryar Zaidi Emilien Dupont Yee Whye Teh Hyunjik Kim 10 111 0 20 Dec 2020
Symmetry-Aware Actor-Critic for 3D Molecular Design G. Simm Robert Pinsler Gábor Csányi José Miguel Hernández-Lobato AI4CE 8 64 0 25 Nov 2020
RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers Saeid Asgari Taghanaki Jieliang Luo Ran Zhang Ye Wang P. Jayaraman Krishna Murthy Jatavallabhula 3DPC OOD 10 24 0 23 Nov 2020
Trajectory Prediction using Equivariant Continuous Convolution Robin G. Walters Jinxi Li Rose Yu 13 43 0 21 Oct 2020
Probabilistic Numeric Convolutional Neural Networks Marc Finzi Roberto Bondesan Max Welling BDL AI4TS 18 13 0 21 Oct 2020
On the Universality of Rotation Equivariant Point Cloud Networks Nadav Dym Haggai Maron 3DPC 21 78 0 06 Oct 2020
Group Equivariant Stand-Alone Self-Attention For Vision David W. Romero Jean-Baptiste Cordonnier MDE 10 57 0 02 Oct 2020
Boosting Deep Neural Networks with Geometrical Prior Knowledge: A Survey M. Rath A. P. Condurache ViT AI4CE 27 9 0 30 Jun 2020
Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series David W. Romero Erik J. Bekkers Jakub M. Tomczak Mark Hoogendoorn 8 3 0 09 Jun 2020
Computing Representations for Lie Algebraic Networks N. Shutty Casimir Wierzynski 8 2 0 01 Jun 2020
Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning Marcel F. Langer Alex Goessmann M. Rupp AI4CE 8 92 0 26 Mar 2020
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 150 766 0 30 Mar 2018