OBJECTIVES: I. Determine the maximum tolerated dose of filgrastim (G-CSF)-fetal liver tyrosine kinase-3 (Flt3K) fusion protein when combined with melanoma peptide vaccine comprising tyrosinase:368-376 peptide, gp100:209-217 antigen, and MART-1:26-35 antigen emulsified in Montanide ISA-51 in patients with completely resected stage III or IV melanoma. II. Determine the toxicity and safety of this regimen in these patients. III. Determine the immune responses to tyrosinase, MART-1, and gp100 antigens in patients before, during, and after receiving these vaccinations.