Yes, just as Zeromus_X said, go through Mt. Kolts to the Returner's Hideout. Then jump into the Lete River and finish it, spitting you out by the crazy old man's house again. Then go through the Phantom Forest and jump down Baron Falls afterwards. This will put you back on the Veldt so you can get your airship.