Added doi, updated FAB citation

VincentStimper · Jun 12, 2023 · 21bae35 · 21bae35
1 parent ce86fe7
commit 21bae35
Show file tree

Hide file tree

Showing 2 changed files with 9 additions and 7 deletions.
diff --git a/paper/paper.bib b/paper/paper.bib
@@ -61,7 +61,8 @@ @article{noe2019boltzmann
   volume={365},
   number={6457},
   year={2019},
-  publisher={American Association for the Advancement of Science}
+  publisher={American Association for the Advancement of Science},
+  doi={10.1126/science.aaw1147}
 }
 
 @article{kobyzev2021,
@@ -152,7 +153,8 @@ @article{dillon2017
     title = {Tensor{F}low {D}istributions},
     author = {Joshua V. Dillon and Ian Langmore and Dustin Tran and Eugene Brevdo and Srinivas Vasudevan and Dave Moore and Brian Patton and Alex Alemi and Matt Hoffman and Rif A. Saurous},
     journal = {arXiv preprint arXiv:1711.10604},
-    year = {2017}
+    year = {2017},
+    doi={10.48550/arXiv.1711.10604}
 }
 
 @software{deepmind2020jax,
@@ -211,11 +213,11 @@ @inproceedings{rezende2020
   year      = {2020}
 }
 
-@article{Midgley2022,
+@article{Midgley2023,
   title={{Flow Annealed Importance Sampling Bootstrap}},
   author={Laurence Illing Midgley and Vincent Stimper and Gregor N. C. Simm and Bernhard Schölkopf and José Miguel Hernández-Lobato},
-  journal={arXiv preprint arXiv:2208.01893},
-  year={2022}
+  journal={International Conference on Learning Representations},
+  year={2023}
 }
 
 @article{boltzgen,

diff --git a/paper/paper.md b/paper/paper.md
@@ -67,12 +67,12 @@ distributions. First, sampling layers needed for Stochastic Normalizing Flows
 [@wu2020stochasticNF; @nielsen2020] are included. Second, Neural Spline Flows on circular coordinates 
 are supported [@rezende2020], which can be combined with standard coordinates on bounded or unbounded 
 intervals. They are needed when modeling the internal coordinates of molecules consisting of angles 
-and lengths [@Midgley2022]. Furthermore, there is an extension for `normflows` that adds Boltzmann 
+and lengths [@Midgley2023]. Furthermore, there is an extension for `normflows` that adds Boltzmann 
 distributions as targets as well as flow layers converting between Cartesian and internal coordinates 
 [@boltzgen].
 
 Our package has already been used in several scientific projects and publications 
-[@campbell2021gradient; @stimper2021; @Midgley2022]. Due to its modular nature, `normflows` can be 
+[@campbell2021gradient; @stimper2021; @Midgley2023]. Due to its modular nature, `normflows` can be 
 easily extended to house new flow layers, base distributions, or other tools. For instance, 
 [@stimper2021] extends the package by adding resampled base distributions, which overcome an 
 architectural weakness of normalizing flows and make them more expressive.