The military dictatorship that overthrew Perón in 1955 named Brest director of the National Museum of Fine Arts. Both the museum and its collections were modernized and expanded during his tenure as director. A temporary exhibits pavilion was opened in 1961, and the museum acquired a large volume of modern art though its collaboration with the Torcuato di Tella Institute, a leading promoter of local avant-garde artists.