After I've updated the WPML plugin 2 issues occured:
1. The menu became bugged in the mobile version. It does work when I'm logged in to the WordPress admin.
2. The images don't appear in the Hebrew site (they appear in the edit page). This appears instead: <div class="g-placeholder"></div>
The plugin WPML media is already installed and our memory limit is set to 256.