A novel strategy for the synthesis of stereochemically defined 3,4,5-trisubstituted 2-pyrrolidones was developed. The suggested approach involves reductive domino-type recyclization of 3-aminomethyl-substituted isoxazolines as a key stage. The latter are prepared via α-C-H functionalization of readily available isoxazoline-N-oxides.