No, capacitors discharge as 1/e^t, so after one time constant t, about 63% of the charge flows, in the second time constant 63% of the remainder, and so on out to infinity. Check any basic physics or electronics reference, for instance here:
http://www.kpsec.freeuk.com/capacit.htm