Atlantic walrus at·lan·tic·walrus uncommon noun 1. a walrus of northern Atlantic and Arctic waters SynonymsAtlantic walrusOdobenus rosmarus Related words Broader terms walrus WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.