The Communist Party of Finland changed its leadership already in 1965 with leadership post changing from the Stalinist Aimo Aaltonen, who had even a picture of Berija in his office, to a "revisionist", quite popular Trade Union man, Aarne Saarinen.
Western European communists came to Eurocommunism via a variety of routes.