It's good you put "contained" in quotes. Japan, Singapore, and Hong Kong are all (according to this plot [0]) showing exponential growth in the number of cases. It's a slower exponential than elsewhere, but it's still an exponential.
[0] https://www.ft.com/__origami/service/image/v2/images/raw/htt...