#

equivariance

Here are 64 public repositories matching this topic...

dwromero / att_gconvs

Code repository for the paper "Attentive Group Equivariant Convolutional Neural Networks" published at ICML 2020. https://arxiv.org/abs/2002.03830

pytorch attention cnns group-convolution equivariance

Updated Jul 7, 2020
Python

lucidrains / lie-transformer-pytorch

Implementation of Lie Transformer, Equivariant Self-Attention, in Pytorch

deep-learning artificial-intelligence transformer attention-mechanism se3 equivariance

Updated Feb 19, 2021
Python

neel-dey / tf2-keras-gcnn

Tensorflow 2 / tf.keras port of keras-gcnn.

deep-learning group-convolution equivariance group-equivariance equivariant-network

Updated Apr 2, 2021
Python

wx-b / hsn

Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features

equivariance geometric-learning

Updated Apr 12, 2021
Python

neel-dey / equivariant-gans

[ICLR 2021] Group Equivariant Generative Adversarial Networks.

generative-adversarial-network gan equivariance equivariant-network

Updated May 6, 2021
Python

neel-dey / tf2-GrouPy

Tensorflow 2 port of Group Equivariant Convolutional Neural Networks

deep-learning group-convolution equivariance group-equivariance equivariant-network

Updated May 12, 2021
Python

shenzy08 / PDO-eConvs

Official implementation of the ICML 2020 paper "PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions".

equivariance mnist-rot-12k

Updated Jun 2, 2021
Python

lucidrains / geometric-vector-perceptron

Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pytorch. Idea proposed and accepted at ICLR 2021

deep-learning protein-structure artficial-intelligence biomolecule equivariance

Updated Jun 8, 2021
Python

Attila94 / SepGroupPy

Original code for "Exploiting Learned Symmetries in Group Equivariant Convolutions"

cnn separable-convolutions equivariance

Updated Dec 8, 2021
Python

senya-ashukha / simple-equivariant-gnn

A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks

deep-neural-networks deep-learning pytorch neural-networks homo molecules graph-neural-networks gnn equivariance qm9 egnn

Updated Jan 14, 2022
Python

mshakerinava / Equivariant-Networks-for-Pixelized-Spheres

Authors' implementation of the paper "Equivariant Networks for Pixelized Spheres" published at ICML 2021.

deep-learning representation-learning equivariance icml2021

Updated Feb 23, 2022
Python

david-knigge / separable-group-convolutional-networks

Code repository of the paper "Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups" https://proceedings.mlr.press/v162/knigge22a.html

deep-learning equivariance efficient-deep-learning

Updated Jul 20, 2022
Python

itsbenigno / GrouPy_PyTorch_experiments

Experiments with Group Equivariant Convolutional Networks

cnn pytorch convolutional-neural-networks experiments group equivariance

Updated Oct 9, 2022
Python

jw9730 / hot

[NeurIPS'21] Higher-order Transformers for sets, graphs, and hypergraphs, in PyTorch

graph pytorch transformer hypergraph self-attention gnn equivariance

Updated Nov 28, 2022
Python

dmklee / image2icosahedral

Image to Icosahedral Projection for SO(3) Object Reasoning from Single-View Images

computer-vision equivariance

Updated Dec 5, 2022
Python

beabevi / SUN

Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)

subgraph graph-neural-networks equivariance message-passing-neural-network

Updated Jan 30, 2023
Python

mkofinas / locs

Official source code for "Roto-translated Local Coordinate Frames For Interacting Dynamical Systems". In NeurIPS 2021.

deep-learning autonomous-driving geometric-deep-learning graph-neural-networks equivariance temporal-dynamics trajectory-forecasting

Updated Feb 9, 2023
Python

jw9730 / ehnn

[ECCV'22] Equivariant Hypergraph Neural Networks, in PyTorch

pytorch hypergraph hypergraph-matching gnn equivariance hypergraph-neural-networks semi-supervised-classification

Updated Apr 11, 2023
Python

jw9730 / tokengt

[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch

graph pytorch transformer hypergraph self-attention gnn equivariance

Updated Apr 11, 2023
Python

beabevi / ESAN

Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)

subgraph graph-neural-networks invariance equivariance message-passing-neural-network

Updated May 21, 2023
Python

Improve this page

Add a description, image, and links to the equivariance topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the equivariance topic, visit your repo's landing page and select "manage topics."