The event was postponed last year, but is now going ahead despite a fresh wave of COVID-19 cases in Japan.
Uganda is also experiencing a surge in cases, which forced the government to tighten lockdown measures on Friday.
The unnamed Ugandan was part of a nine-member squad who had all been fully vaccinated, reports said.
The group - who included boxers, coaches, and officials - had also tested negative before leaving Uganda.
