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Prepare SBI for diffusion models #956

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manuelgloeckler opened this issue Feb 26, 2024 · 3 comments · Fixed by #1015
Closed
3 of 4 tasks

Prepare SBI for diffusion models #956

manuelgloeckler opened this issue Feb 26, 2024 · 3 comments · Fixed by #1015
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@rdgao @manuelgloeckler
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enhancement New feature or request hackathon
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Hackathon and rel...

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@manuelgloeckler
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manuelgloeckler commented Feb 26, 2024 •
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Set up SBI to incorporate diffusion models and co

Set up the integration of diffusion models and score-based approaches.

  • Common sdes
  • Transformers
  • Score matching loss, estimator
  • Diffusion sampling
@manuelgloeckler manuelgloeckler added enhancement New feature or request hackathon labels Feb 26, 2024
@manuelgloeckler manuelgloeckler added this to the Pre Hackathon 2024 milestone Feb 26, 2024
@943fansi
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Diffusion posterior sampling for simulation-based inference in tall data settings
https://anonymous.4open.science/r/diffusions-for-sbi-7675/README.md

@janfb
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janfb commented Feb 28, 2024

highly related to #962

@rdgao rdgao self-assigned this Mar 18, 2024
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janfb commented Jul 22, 2024

will be closed by #1015

@janfb janfb mentioned this issue Aug 27, 2024
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enhancement New feature or request hackathon
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Score-based density estimators for SBI sbi-dev/sbi
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@rdgao @janfb @manuelgloeckler @943fansi