Adverbial nouns are specific Japanese nouns that can be used as adverbs without any additional modification. They can have に appended to them (as with other noun → adverb transformation), however such is not necessary for these adverbial nouns.1
Example
ゆっくり (leisure) OR ゆっくり (leisurely/slowly).