Deconfounded Representation Similarity for Comparison of Neural Networks

Tianyu Cui, Yogesh Kumar, Pekka Marttinen +1

Similarity metrics such as representational similarity analysis (RSA) and centered kernel alignment (CKA) have been used to compare layer-wise representations between neural networ…