  In this report, we present our approach and empirical results of applying
masked autoencoders in two egocentric video understanding tasks, namely, Object
State Change Classification and PNR Temporal Localization, of Ego4D Challenge
2022. As team TheSSVL, we ranked 2nd place in both tasks. Our code will be made
available.
