The answer is yes. And the creators of the "Quick Search for Google Drive" Chrome extension are making it possible.
This is going to quickly become my most used extension. After you install it, any time you want to search your Drive, just type "drive" in the Omnibox, hit space, then type the name of the file you're looking for. Quick Search will autocomplete your search results and you just select your file from the list.