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Hi,
I was wondering if rotation and transformations are the only 2 types of augmentations that applied in your pipeline.
https://github.com/devnkong/FLAG/blob/7e48d9194d3a7f515335cc351a663d65e09c2…
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**** EPOCH 001 ****
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Current batch/total batch num: 0/1243
2019-09-18 09:37:40.102211: E tensorflow/core/grappler/optimizers/dependency_optimizer.cc:666] Iteration = 0, topological sort failed …
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deep learning on graph
pytorch has very nice tools for gcns, including:
DGL: https://github.com/dmlc/dgl
PyTorch Geometric : https://github.com/rusty1s/pytorch_geometric
…
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### 🚀 The feature, motivation and pitch
Myself and a few collaborators would like to implement [FLAG](https://arxiv.org/pdf/2010.09891.pdf), an adversarial data augmentation strategy, and are looking…
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PGN with Jax implementation and NeurIPS 2020 paper____
├─Message-Passing Neural Network (MPNN) for Graph Convolutional Networks (GCNs)____
│ ├─■──"Applying Triplet Message Pas…
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[Graph neural network-inspired kernels for gaussian processes in semi-supervised learning](https://arxiv.org/abs/2302.05828)
```bib
@article{niu2023graph,
title={Graph neural network-inspired ker…
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Introduce a deeper network.
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https://arxiv.org/abs/2206.00272
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Hi Thomas,
I am new in graph neural network field and I was going through different kinds of graph networks proposed by you. I want to solve very simple problem using graph networks. The problem lo…
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Hi, in the visualization part of VIG, I noticed that the neighbors are different for the same node in the 1st and the 12th block. Does this mean the adjacency matrix different between different blocks…