Almost certainly something has installed an extension which is in-process and causing the crash. Graphics drivers installing thumbnail previewers for video files caused this for me previously.
Mine crashes too every once in a while, it hangs for a bit and then closes losing the entire desktop. No error is shown but there is one in the application event log. I tried to investigate the cause of the crashes but led me to a dead end, maybe you'll have better luck.