This is a misconception, migrating birds naturally overfeed before taking their long flights [1] and a few farms actually produce natural foie gras [2]. There was also a NYT article about a farm in Spain producing natural goose foie gras by trapping migrating geese. [ref needed]
Obviously this is totally marginal compared to the size of foie gras industry.