📝 add DocumenterCitations and a couple references

docs/Project.toml

@@ -1,5 +1,6 @@
 [deps]
 Diffusers = "90edb7a8-79d7-49b2-b6b1-9322c3fdead8"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
+DocumenterCitations = "daee34ce-89f3-4625-b898-19384cb65244"
 LaTeXStrings = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
 PlotlyJS = "f0f68f2c-4968-5e81-91da-67840de0976a"

docs/make.jl

@@ -1,16 +1,18 @@
 using Diffusers
 using Documenter
+using DocumenterCitations
 
 DocMeta.setdocmeta!(Diffusers, :DocTestSetup, :(using Diffusers); recursive=true)
+bib = CitationBibliography(joinpath(@__DIR__, "src", "refs.bib"))
 
-makedocs(;
+makedocs(bib;
   modules=[Diffusers],
   authors="Laurent Fainsin <laurent@fainsin.bzh>",
   repo="https://github.com/Laurent2916/Diffusers.jl/blob/{commit}{path}#{line}",
   sitename="Diffusers.jl",
   format=Documenter.HTML(;
     prettyurls=true,
-    edit_link="main",
+    edit_link="master",
     assets=String[]
   ),
   linkcheck=true,
@@ -18,6 +20,7 @@ makedocs(;
     "Home" => "index.md",
     "Schedulers" => "schedulers.md",
     "Beta Schedules" => "beta_schedules.md",
+    "References" => "references.md",
   ]
 )
 

docs/src/references.md

@@ -0,0 +1,8 @@
+# References
+
+```@bibliography
+```
+
+```@bibliography
+*
+```

docs/src/refs.bib

@@ -0,0 +1,35 @@
+@misc{ho2020denoising,
+  title         = {Denoising Diffusion Probabilistic Models},
+  author        = {Jonathan Ho and Ajay Jain and Pieter Abbeel},
+  year          = {2020},
+  eprint        = {2006.11239},
+  archiveprefix = {arXiv},
+  primaryclass  = {cs.LG}
+}
+
+@misc{song2022denoising,
+  title         = {Denoising Diffusion Implicit Models},
+  author        = {Jiaming Song and Chenlin Meng and Stefano Ermon},
+  year          = {2022},
+  eprint        = {2010.02502},
+  archiveprefix = {arXiv},
+  primaryclass  = {cs.LG}
+}
+
+@misc{luo2022understanding,
+  title         = {Understanding Diffusion Models: A Unified Perspective},
+  author        = {Calvin Luo},
+  year          = {2022},
+  eprint        = {2208.11970},
+  archiveprefix = {arXiv},
+  primaryclass  = {cs.LG}
+}
+
+@misc{nichol2021improved,
+  title         = {Improved Denoising Diffusion Probabilistic Models},
+  author        = {Alex Nichol and Prafulla Dhariwal},
+  year          = {2021},
+  eprint        = {2102.09672},
+  archiveprefix = {arXiv},
+  primaryclass  = {cs.LG}
+}