From main menu choose: New game, wait for the new map to be generated, then choose "embark". (funny fact: when you choose "back" no memory leak happened). Then immediately return to main menu. Repeat above steps until game crash due to low memory. Every iteration adds about 250 MB memory usage.
Steps to Reproduce
This issue has not been confirmed by a developer yet.