What is the function of the capacitor and the diode here?
The diode is used to quickly discharge the capacitor on a power-down spike so that the circuit will hold the reset low when powered back up. 

Without the diode, then a transient dip that lasted less than the RC time constant would upset the electronics without providing a guaranteed reset pulse.