ggguoguo

ggguoguo's Stars

• Chen-Cai-OSU/awesome-equivariant-network

  Paper list for equivariant neural network

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• prajwal-144/Binary-Classification--Equivariant-Neural-Network

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• deepshwang/swn_gcn

  SWN-GCN: Graph-based Rotation Equivariant Network (BMVC 2021)

  Language:Python91

• lucidrains/lie-transformer-pytorch

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

  Language:Python8710

• kbbernander/rot-equivariant-cnn-oral-cancer

  Code used in the paper: K. Bengtsson Bernander, J. Lindblad, R. Strand, I. Nyström. Replacing data augmentation with rotation-equivariant CNNs in image-based classification of oral cancer. In Proceedings of the 25th Iberoamerican Congress on Pattern Recognition (CIARP), 2021.

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• pollinab/GroupEquivariantCNN

  Project for the Geometric Data Analysis course

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• ndb796/PyTorch-Group-Equivariant-CNN

  This repository provides PyTorch implementations for Group Equivariant CNN (G-CNN)

  Language:Python51

• tky-thomas/sicnn-experiments

  Experiment main page for testing Scale-Invariant CNN architectures. Explores approaches utilizing both conventional CNNs, and Group-CNNs which utilize group theory principles to create equivariant convolutional layers via transformations of the input.

  Language:Python1

• JessicaFrabotta/DLAI_project

  In this project, I aim to replicate the methodology and experiments presented in the paper "Group Equivariant Convolutional Networks" by Cohen and Welling and extend it to new applications, particularly focusing on evaluating its effectiveness in enhancing robustness against adversarial attacks.

  Language:Jupyter Notebook1

• itsbenigno/GrouPy_PyTorch_experiments

  Experiments with Group Equivariant Convolutional Networks

  Language:Python1

• h-roy/Attentive-Group-Equivariant-Convolutional-Networks

  Reproduction of the paper "Attentive Group Equivariant Convolutional Neural Networks" published at ICML 2020.

  Language:Python1

• Rui1521/Equivariant-CNNs-Tutorial

  This is a tutorial for Group Equivariant Convolution and Steerable CNNs

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• rghosh92/SE_SSCNN

  Scale Equivariant Scale Steerable CNN using Group Convolutions

  Language:Python3

• CS4240-Group67/Group-Equivariant-Convolutional-Networks

  A reproduction of the results found in the paper on Group Equivariant Convolutional Networks by Cohen & Welling (2016)

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• Attila94/SepGroupPy

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

  Language:Python5

• tscohen/gconv_experiments

  Experiments with Group Equivariant Convolutional Networks

  Language:Python12026

• adambielski/pytorch-gconv-experiments

  Experiments with Group Equivariant Convolutions in PyTorch

  Language:Python10823

• hendrycks/robustness

  Corruption and Perturbation Robustness (ICLR 2019)

  Language:Python982146

• diningeachox/G-CNN

  Pytorch Implementation of Group-equivariant Convolutional Networks

  Language:Python71

• merlresearch/partial_gcnn

  Source code accompanying the NeurIPS 2022 paper "Learning Partial Equivariances From Data"

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• Qualcomm-AI-research/geometric-algebra-transformer

  Language:Python12013

• ahyunSeo/EquiSym

  (CVPR 2022) Official PyTorch implementation of "Reflection and Rotation Detection via Equivariant Learning."

  Language:Python183

• ladislasl/CNN_invar_rot

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• daniilidis-group/emvn

  Demo source code for the paper "Equivariant Multi-View Networks".

  Language:Python568

• QUVA-Lab/e2cnn

  E(2)-Equivariant CNNs Library for Pytorch

  Language:Python58975

• as595/E2CNNRadGal

  Code repository for the paper: Fanaroff-Riley classification of radio galaxies using group-equivariant convolutional neural networks, 2021, Scaife & Porter

  Language:Python92

• mb010/EquivariantSelfAttention

  An implementation of Equivariant e2 convolutional kernals into a convolutional self attention network, applied to radio astronomy data.

  Language:Jupyter Notebook32

• huetufemchopf/ge-cnn

  Implementation of an experiment of the paper "Group Equivariant Convolutional Networks"

  Language:Python1

• senad96/Group-Equivariant-Networks

  Showing the performance of Group Convolution Neural Networks.

  Language:Jupyter Notebook2

• RmdanJr/vehicle-distance-estimation

  Vehicle object detection & distance estimation using thermal imaging.

  Language:Python255