Hi Fabien,
Go to table SPERS_OBJ and enter PERS_KEY = CRM_THTMLB_PERS_SKIN.
Check if you get value in field FIELDVALUE. If yes, then delete that value.
Login again in WUI
Now you will be able to see the skin that you mentioned in technical profile settings.
Thanks,
Ritu