OBJECTIVES: I. Evaluate the safety, dose-limiting toxicity, and maximum tolerated dose of autologous dendritic cells transduced with adenoviruses encoding the MART-1 and gp100 melanoma antigens with or without interleukin-2 in patients with stage III or IV melanoma. II. Evaluate the cellular response and efficacy of these regimens in this patient population.