ADC bandwidth in excess of filter bandwidth
In short, yes. Oversampling will always yield more information. Depending on how the signal is filtered digitally, oversampling can give more resolution to a signal or better timing. 

In the case of a pulsed signal, if your sensing transitions or timing of rise/fall times, measuring time between pulses can be done more accurately.