Merge branch 'main' of https://github.com/marvinschmitt/awesome-amortized-inference

Author: marvinschmitt

README.md

@@ -12,26 +12,6 @@ Contribution guide will follow ASAP.
   Papamakarios, George, Nalisnick, Eric, Rezende, Danilo Jimenez, Mohamed, Shakir, Lakshminarayanan, Balaji
   <details>
     <summary>Show BibTeX</summary>
-    <button onclick="var btn=this; navigator.clipboard.writeText(`@article{papamakarios2021normalizing,
-    category = {overview},
-    numpages = {64},
-    articleno = {57},
-    month = {jan},
-    journal = {J. Mach. Learn. Res.},
-    issn = {1532-4435},
-    number = {1},
-    volume = {22},
-    publisher = {JMLR.org},
-    issue_date = {January 2021},
-    year = {2021},
-    title = {Normalizing flows for probabilistic modeling and inference},
-    author = {Papamakarios, George and Nalisnick, Eric and Rezende, Danilo Jimenez and Mohamed, Shakir and Lakshminarayanan, Balaji}
-}`).then(function() {
-                    btn.textContent='Copied!';
-                    setTimeout(function() {
-                        btn.textContent='Copy BibTeX to Clipboard';
-                    }, 2000);
-                });">Copy BibTeX</button>
 <pre><code>
 @article{papamakarios2021normalizing,
     category = {overview},
@@ -59,24 +39,6 @@ Contribution guide will follow ASAP.
   [Link](https://bayesflow.org/)
   <details>
     <summary>Show BibTeX</summary>
-    <button onclick="var btn=this; navigator.clipboard.writeText(`@article{radev2023bayesflow,
-    category = {software},
-    journal = {Journal of Open Source Software},
-    title = {BayesFlow: Amortized Bayesian Workflows With Neural Networks},
-    author = {Stefan T. Radev and Marvin Schmitt and Lukas Schumacher and Lasse Elsemüller and Valentin Pratz and Yannik Schälte and Ullrich Köthe and Paul-Christian Bürkner},
-    pages = {5702},
-    number = {89},
-    volume = {8},
-    publisher = {The Open Journal},
-    year = {2023},
-    url = {https://bayesflow.org/},
-    doi = {10.21105/joss.05702}
-}`).then(function() {
-                    btn.textContent='Copied!';
-                    setTimeout(function() {
-                        btn.textContent='Copy BibTeX to Clipboard';
-                    }, 2000);
-                });">Copy BibTeX</button>
 <pre><code>
 @article{radev2023bayesflow,
     category = {software},
@@ -100,24 +62,6 @@ Contribution guide will follow ASAP.
   [Link](https://sbi-dev.github.io/sbi/latest/)
   <details>
     <summary>Show BibTeX</summary>
-    <button onclick="var btn=this; navigator.clipboard.writeText(`@article{tejero-cantero2020sbi,
-    category = {software},
-    journal = {Journal of Open Source Software},
-    title = {sbi: A toolkit for simulation-based inference},
-    author = {Alvaro Tejero-Cantero and Jan Boelts and Michael Deistler and Jan-Matthis Lueckmann and Conor Durkan and Pedro J. Gonçalves and David S. Greenberg and Jakob H. Macke},
-    pages = {2505},
-    number = {52},
-    volume = {5},
-    publisher = {The Open Journal},
-    year = {2020},
-    url = {https://sbi-dev.github.io/sbi/latest/},
-    doi = {10.21105/joss.02505}
-}`).then(function() {
-                    btn.textContent='Copied!';
-                    setTimeout(function() {
-                        btn.textContent='Copy BibTeX to Clipboard';
-                    }, 2000);
-                });">Copy BibTeX</button>
 <pre><code>
 @article{tejero-cantero2020sbi,
     category = {software},
@@ -143,24 +87,6 @@ Contribution guide will follow ASAP.
   [Link](http://dx.doi.org/10.1103/PhysRevLett.130.171403)
   <details>
     <summary>Show BibTeX</summary>
-    <button onclick="var btn=this; navigator.clipboard.writeText(`@article{dax2023neural,
-    category = {paper},
-    year = {2023},
-    author = {Dax,  Maximilian and Green,  Stephen R. and Gair,  Jonathan and P\"{u}rrer,  Michael and Wildberger,  Jonas and Macke,  Jakob H. and Buonanno,  Alessandra and Sch\"{o}lkopf,  Bernhard},
-    publisher = {American Physical Society (APS)},
-    journal = {Physical Review Letters},
-    number = {17},
-    doi = {10.1103/physrevlett.130.171403},
-    url = {http://dx.doi.org/10.1103/PhysRevLett.130.171403},
-    issn = {1079-7114},
-    volume = {130},
-    title = {Neural Importance Sampling for Rapid and Reliable Gravitational-Wave Inference}
-}`).then(function() {
-                    btn.textContent='Copied!';
-                    setTimeout(function() {
-                        btn.textContent='Copy BibTeX to Clipboard';
-                    }, 2000);
-                });">Copy BibTeX</button>
 <pre><code>
 @article{dax2023neural,
     category = {paper},
@@ -183,23 +109,6 @@ Contribution guide will follow ASAP.
   Radev, Stefan T., Schmitt, Marvin, Pratz, Valentin, Picchini, Umberto, K\"othe, Ullrich, B\"urkner, Paul-Christian
   <details>
     <summary>Show BibTeX</summary>
-    <button onclick="var btn=this; navigator.clipboard.writeText(`@inproceedings{radev2023jana,
-    category = {paper},
-    publisher = {PMLR},
-    series = {Proceedings of Machine Learning Research},
-    volume = {216},
-    editor = {Evans, Robin J. and Shpitser, Ilya},
-    year = {2023},
-    pages = {1695--1706},
-    booktitle = {Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence},
-    author = {Radev, Stefan T. and Schmitt, Marvin and Pratz, Valentin and Picchini, Umberto and K\"othe, Ullrich and B\"urkner, Paul-Christian},
-    title = {{JANA: Jointly Amortized Neural Approximation of Complex Bayesian Models}}
-}`).then(function() {
-                    btn.textContent='Copied!';
-                    setTimeout(function() {
-                        btn.textContent='Copy BibTeX to Clipboard';
-                    }, 2000);
-                });">Copy BibTeX</button>
 <pre><code>
 @inproceedings{radev2023jana,
     category = {paper},
@@ -222,19 +131,6 @@ Contribution guide will follow ASAP.
   [Link](https://arxiv.org/abs/2405.05398)
   <details>
     <summary>Show BibTeX</summary>
-    <button onclick="var btn=this; navigator.clipboard.writeText(`@misc{orozco2024aspire,
-    category = {paper},
-    url = {https://arxiv.org/abs/2405.05398},
-    eprint = {arXiv:2405.05398},
-    year = {2024},
-    title = {ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems},
-    author = {Rafael Orozco and Ali Siahkoohi and Mathias Louboutin and Felix J. Herrmann}
-}`).then(function() {
-                    btn.textContent='Copied!';
-                    setTimeout(function() {
-                        btn.textContent='Copy BibTeX to Clipboard';
-                    }, 2000);
-                });">Copy BibTeX</button>
 <pre><code>
 @misc{orozco2024aspire,
     category = {paper},