Tensorflow 1.13.X implementation for our NN paper: Wei Xia, Sen Wang, Ming Yang, Quanxue Gao, Jungong Han, Xinbo Gao: Multi-view graph embedding clustering network: Joint self-supervision and block diagonal representation. Neural Networks 145: 1-9 (2022)

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Last update: Oct 26, 2022

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Security related resources NN-2022-MVGC

Overview

Multi-view graph embedding clustering network: Joint self-supervision and block diagonal representation

Simple implementation of our paper MVGC. The details can be found in our NN paper.

requirements

Python 3.6
Tensorflow 1.13.X

run

run_cluster.py

Citation

If you find our approach useful in your research, please consider citing:

@article{XiaWYGHG22,
  author    = {Wei Xia and
               Sen Wang and
               Ming Yang and
               Quanxue Gao and
               Jungong Han and
               Xinbo Gao},
  title     = {Multi-view graph embedding clustering network: Joint self-supervision
               and block diagonal representation},
  journal   = {Neural Networks},
  volume    = {145},
  pages     = {1--9},
  year      = {2022}
}

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Comments

InvalidArgumentError (see above for traceback): indices[1] = 3 is not in [0, 3)

您好，在调试您所公布的代码时，出现了以下错误。经过一番尝试后未能解决，于是前来询问。报错如下：

InvalidArgumentError (see above for traceback): indices[1] = 3 is not in [0, 3) [[node GatherV2 (defined at /Users/Gavin/NN-2022-MVGC/optimizer.py:65) ]]

环境版本说明：

OS: macOS Monterey 12.2.1 Python Version ：Python 3.6.13 Package Version : tensorflow 1.13.1

Add any other context about the problem here.

在调试MainTask.py的125行时报的错，代码文件中报错语句如下：

s2_Coef, Fin_Total, cost, SEloss, consistent_loss, S_Regular, Cq_loss, dense_loss, center_loss, csd = Fin_update(MGCN_model, opt, sess, X1, X2, A1, A2, A1, A2, PW1, PW2, one_hot_Label, s2_Theta, Y, placeholders)

opened by Danstry 0

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Tensorflow 1.13.X implementation for our NN paper: Wei Xia, Sen Wang, Ming Yang, Quanxue Gao, Jungong Han, Xinbo Gao: Multi-view graph embedding clustering network: Joint self-supervision and block diagonal representation. Neural Networks 145: 1-9 (2022)

Related tags

Overview

Multi-view graph embedding clustering network: Joint self-supervision and block diagonal representation

requirements

run

Citation

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