andrewjong/Deep-Learning-Paper-Surveys

[SIREN] Implicit Neural Representations with Periodic Activation Functions (Jun 2020 Conference)

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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 links (e.g. results):
  • Publication: Conference YYYY

1. What do the authors try to accomplish?

2. What's great compared to previous research?

3. Where are the key elements of the technology and method?

4. How did you verify that it works?

5. Things to discuss? (e.g. weaknesses, potential for future work, relation to other work)

6. Are there any papers to read next?

7. References

Paused reading because at this time I don't need to delve deep into the mathematical proofs behind SIREN, just need to know how I can apply SIREN to my work.