diff --git a/docs/requirements.txt b/docs/requirements.txt
index 23af567c..3cadda30 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -5,7 +5,7 @@ torch>=2.2
 # The denoiser the deep-learning example unrolls, and what it is trained
 # with.  Only `--execute` needs them; they are here rather than in a list of
 # their own because that is where the gallery's other dependencies are.
-deepinv>=0.4.2
+deepinv>=0.5.0
 lightning>=2.2
 torchio>=0.19
 monai>=1.6.1