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I'm wondering how to visualise spconv's focus, there are plugins for 2D convolution that show exactly which positions the current network is focusing on, and I'm wondering if spconv has a similar tool…
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# On the Global Self-attention Mechanism for Graph Convolutional Networks [[Wang+, 20](https://arxiv.org/abs/2010.10711)]
## Abstract
- Apply Global self-attention (GSA) to GCNs
- GSA allows GCNs…
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斯坦福CS231n:面向视觉识别的卷积神经网络
CS231n课程翻译系列
课程教师Andrej Karpathy
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# Reference
- [ ] [paper - 2016 - Instance-sensitive Fully Convolutional Networks](https://arxiv.org/pdf/1603.08678.pdf)
- [ ] [论文阅读:InstanceFCN:Instance-sensitive Fully Convolutional Networks](http…
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- https://arxiv.org/abs/2107.13034
- 2021
機械学習アルゴリズムの有効性は、大量のデータから有用な特徴を抽出できるかどうかで決まる。
モデルやデータセットのサイズが大きくなるにつれて、大規模なデータセットを大幅に小さくしながらも性能の高いデータセットに圧縮するデータセット蒸留法は、学習効率や有用な特徴抽出の点で価値が高くなる。
この目的のために、…
e4exp updated
2 years ago
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On the MIT lecture e.g. they have an example of a DQN with convolutional layers.
https://youtu.be/i6Mi2_QM3rA?t=1531
Or here: https://towardsdatascience.com/welcome-to-deep-reinforcement-learning-pa…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Feature Description
Built and trained a convolutional neural network in Keras with TensorFlow as backend from…
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Please add explicit support for graph-structured data including
- quantum graph kernels
- quantum graph neural networks, particularly quantum graph convolutional networks
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### Author Pages
https://aclanthology.org/people/l/li-zhang/
### Type of Author Metadata Correction
- [X] The author page wrongly conflates different people with the same name.
- [ ] This author ha…
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Suggested list of courses would be:
- An introduction to deep learning **
- How to train a neural network
- Regularisation in neural networks
- Deep Bayesian neural networks
- Conv…