You resolve it according to the amazon recommendations then it will remove in one week other if there is some severe violation then it can take up to 3 months.
Amazon may remove violations from your account health tab dashboard but violations stay for more than 3 months and if you violate those policies again within the given 3 months, this will lead your account to suspension.