Let M = I or M = S 1 and let k ≥ 1. We exhibit a new infinite class of Polish groups by showing that each group Diff k+AC + (M ), consisting of those C k diffeomorphisms whose k-th derivative is absolutely continuous, admits a natural Polish group topology which refines the subspace topology inherited from Diff k + (M ). By contrast, the group Diff 1+BV + (M ), consisting of C 1 diffeomorphisms whose derivative has bounded variation, admits no Polish group topology whatsoever.