Obtaining Radius attributes for a user

Is it possible to obtain the attributes associated with a user defined in a Radius server, after having authenticated the user? My guess is that such attributes can only be retrieved as the successful response to an Access-Request, embedded in the Access-Accept message. Thus, if one wants to obtain such attributes again, the authentication must be completed again. Is this correct?