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When the paps snapped Rihanna out and about in NYC, it highlighted the return of a major shoe trend.

The oxford, or the brogue, is an increasingly noticeable feature of Fall style–appearing in every shade and pattern imaginable.

Inspired by Rihanna’s polkadot pair, here’s my pick of the freshest, funnest oxford kicks out there.

Flats by Asos
Flats by Chinese Laundry