I have a table TEST with a DATETIME field, like this:
DATETIME
ID NAME DATE 1 TESTING 2014-03-19 20:05:20.000
You can use this approach which truncates the time part:
select * from test where convert(datetime,'03/19/2014',102) = DATEADD(dd, DATEDIFF(dd, 0, date), 0)