No. Child support payments must be made regardless of visitation. In order to obtain court-ordered visitation or to enforce an existing visitation schedule, consult an attorney about an enforcement action.
File a paternity suit to legally establish the parent-child relationship. The court (not a jury) will determine whether a legal relationship exists between the father and child.