Residual Parameter Transfer for Deep Domain Adaptation : Supplementary material

Here, we first discuss the matrix representation of the parameters of the layers of each of the streams in our architecture. We then present in more detail our approach to estimating the matrices {Ai } and {Ai } from the inner part of the computed residual transformation {Ti}, which was omitted from the main paper due to space restriction. We also report additional experiments that show that our method is independent from the specific domain discrepancy loss term Ldisc we rely on.