He became a member of the Contemporary Art Society in 1939. Gauvreau served overseas with the Canadian Army and on his return to Montreal, went back to the École des Beaux-Arts for two more years of study.
He joined the Contemporary Art Society in 1939. While serving overseas with the Canadian Army, Gauvreau continued his studies at the École des Beaux-Arts for an additional two years.