Watch full movie online. A film about youth, uncompromising rebellion, and love: "The Lovely Rejects" is the story of Cat and Joseph, two young lovers with chronic illnesses who meet while undergoing chemotherapy treatments. Tired of being in debt and battling with health insurance companies, the two go on the crime spree of their lives.