Nothing to specify the schema on the connection url worked.
However the command line defaultSchemaName parameter did the job.
The database I'm currently working on does only have one schema, so this was enough.
I guess that when I will move to the other database I will have to generate multiple change logs and merge them manually.
Regarding schema, I also found the option changelogSchemaName which was helpful.