We do not use user avatars but Gerrit 3.4 shows an empty gray disk next to our user names.
We have previously encountered an issue with avatar https://bugs.chromium.org/p/gerrit/issues/detail?id=14872 but this one is different.
Filed to Upstream as https://bugs.chromium.org/p/gerrit/issues/detail?id=15882