Spectral Networks and Deep Locally Connected Networks on Graphs
Spectral Networks and Deep Locally Connected Networks on Graphs Code link: 摘要：CNN在圖片識別與語音等任務上取得很大的成功，由於其具有局部轉變不變性，在本文中，探索一種可能的CNN應用於更多的領域，特別的，我們提出一種基於層次聚類的框架，另外是基於圖拉普拉斯譜圖的，展示了低維圖上使用少量參數來運用卷積層，表現很好的性能
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- 1. Spectral Networks and Deep Locally Connected Networks on Graphs
- 2. paper reading：[第一代GCN] Spectral Networks and Deep Locally Connected Networks on Graphs
- 3. 論文筆記：Spectral Networks and Deep Locally Connected Networks on Graphs
- 4. [論文筆記] [2014] Spectral Networks and Deep Locally Connected Networks on Graphs
- 5. Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
- 6. Understanding Locally Connected Layers In Convolutional Neural Networks
- 7. SpectralNet : spectral clustering using deep neural networks
- 8. [論文筆記] [2016] [NIPS] Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
- 9. 論文筆記：Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
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相關文章
- 1. Spectral Networks and Deep Locally Connected Networks on Graphs
- 2. paper reading：[第一代GCN] Spectral Networks and Deep Locally Connected Networks on Graphs
- 3. 論文筆記：Spectral Networks and Deep Locally Connected Networks on Graphs
- 4. [論文筆記] [2014] Spectral Networks and Deep Locally Connected Networks on Graphs
- 5. Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
- 6. Understanding Locally Connected Layers In Convolutional Neural Networks
- 7. SpectralNet : spectral clustering using deep neural networks
- 8. [論文筆記] [2016] [NIPS] Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
- 9. 論文筆記：Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
- 10. Neural Networks and Deep Learning -- Class 4: Deep Neural Networks