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[WWW 2022] "SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation"

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您好,我看无监督实验中每个随机种子跑出向量表示后,会用k折交叉验证出多个acc,然后取均值作为该随机种子下的效果,最终论文中的平均acc我理解应该是多个随机种子的acc取均值,但标准差是怎么计算的呢,是多个随机种子下的标准差取均值吗?

running semi-supervised learning code on NCI1 dataset occurs following errors: Traceback (most recent call last): File "main.py", line 318, in run_exp_benchmark() File "main.py", line 265, in run_exp_benchmark dd_odeg10_ak1=True)) File "main.py",...

Hi, first appreciate your outstanding work in the graph learning area. After reading your paper, I get some questions about Eq. 11 and Eq. 12: According to ref [29], I...

作者您好。最近刚接触对比学习,您文章中有分析alignment和uniformity这两个指标,但我在代码部分没找到。不知道是我没找到,还是这部分是和模型分开单独计算、分析的?