Augmenting Graph Convolutional Neural Networks with Highpass Filters

Author:

Ansarizadeh FatemehORCID,Tay David B.ORCID,Thiruvady DhananjayORCID,Robles-Kelly AntonioORCID

Publisher

Springer International Publishing

Reference22 articles.

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2. Li, Y., Tarlow, D., Brockschmidt, M., Zemel, R.: Gated graph sequence neural networks. In: International Conference on Learning Representations (2016)

3. Fukushima, K., Miyake, S., Ito, T.: Neocognitron: a neural network model for a mechanism of visual pattern recognition. IEEE Trans. Syst. Man Cybern. B Cybern. 2(5), 826–834 (1983)

4. Taubin$${\rm \acute{Y}}$$, G.: Geometric signal processing on polygonal meshes. In: Proceedings of EUROGRAPHICS 2000: state of the art report (2000)

5. Defferrard, M., Bresson, X., Vandergheynst, P.: Convolutional neural networks on graphs with fast localized spectral filtering. In: Advances in Neural Information Processing Systems, pp. 3844–3852 (2016)

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