Database

[{"key":1,"brand":"1"},{"key":2,"brand":""},{"key":3,"brand":"2"},{"key":4,"brand":""}]

Query

db.collection.aggregate([{$group:{"_id":null,"brands":{"$addToSet":{$cond:[{$eq:["$brand",""]},"$$REMOVE","$brand"]}}}}])

Result