Possible to train with new dataset that is labeled with AU categories?

Thank you for sharing your work!
As a newby in the field, I wanted to ask if it is possible to train your already trained model with new data that is labeled with AU categories? If so, could you please walk me through how I can do that or just briefly mention necessary steps? 