Cabazitaxel will be administered IV on day 1 of each 21-day treatment cycle. Bavituximab (3 mg/kg) will be administered as an intravenous (IV) infusion on a weekly basis (Cycle 1 Day 2, all other cycles Day 1; day 8, day 15). Patients will receive cabazitaxel (day 1) plus bavituximab weekly of each 21-day cycle for up to 8 cycles.