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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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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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Thanks for sharing the code and datasets!Your work is truly impressive!
Regarding the "Spectrum Synthesis" experiment detailed in your paper, I have a few inquiries:
1.As depicted in your paper and …
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Hi there,
Thanks for sharing the code!
I have successfully reproduced the results on the Navier-Stokes dataset. However, I encountered an issue with the Shallow-Water dataset shared in the repo…
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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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Because of this work :
[Implicit Neural Representations
with Periodic Activation Functions](https://vsitzmann.github.io/siren/)
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# Summary
[summary]: #summary
The postgres postgis extension introduces `geometry` and `geography` column types with large set of new query operators. Generally, these column types serialize and d…