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Hi, thank you for your great work!
I have a question regarding the performance. In the example case of fitting 2D Gaussians to a single image, even though provided with the ground truth (the singl…
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The tools can currently process tilesets in different representations. The most common one is that of a tileset being stored in the file system, with some `tileset.json` that essentially points to the…
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Dear Lucidrains,
Thank you for your great implementation. I really like it.
Could you mind telling me why you choose Implicit Neural Representations (Siren) as the image representation, rahter t…
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### 論文へのリンク
[[arXiv:2006.09661] Implicit Neural Representations with Periodic Activation Functions](https://arxiv.org/abs/2006.09661)
### 著者・所属機関
Vincent Sitzmann, Julien N. P. Martel, Alexan…
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paper
https://arxiv.org/abs/2006.09661
official web page
https://vsitzmann.github.io/siren/
解説blog
https://medium.com%2F@medium.com/@sallyrobotics.blog/sirens-implicit-neural-representations-…
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## 一言でいうと
ネットワークが入力のどこに着目しているかを可視化する手法SIRENの提案。勾配の勾配を取ることでどの位置が重視されているかわかるが、ReLUのような不連続な関数だとこれが取れない(一方でsigmoidやtanhだと詳細がとれない)。そこで、周期的なsinでactivateする方法を提案。
### 論文リンク
https://arxiv.org/abs/2006…
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## 0. Article Information and Links
- Paper link: https://vsitzmann.github.io/siren/
- Release date: YYYY/MM/DD
- Number of citations (as of 2020/MM/DD):
- Implementation code:
- Supplemental…
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### Links
- Project Page : https://marcoamonteiro.github.io/pi-GAN-website/
- Paper : https://arxiv.org/pdf/2012.00926.pdf
- Github : https://github.com/marcoamonteiro/pi-GAN
### 한 줄 요약
- Impli…
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Because of this work :
[Implicit Neural Representations
with Periodic Activation Functions](https://vsitzmann.github.io/siren/)
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Currently the docstring for the abstract type `Basis` states
```
The Basis class is meant to specify a basis of the Hilbert space of the
studied system. Besides basis specific information all subcl…