sentence1: motivated by multi-domain convolutional network , we further design a instance adapter to model the appearance properties and temporal variations of a certain object .
sentence2: to handle these problems , we integrate a instance adapter inspired by mdnet to model the appearance properties and temporal variations of a certain object .