Yes, it is possible. We do not know the degree to which it is driving the epidemic, but we do believe it to be possible. In addition to that, pre-symptomatic spread, through people who are infectious before they are aware that they are ill, is also a significant concern.
On April 23rd, 2020. See this statement in context.