Laure Ciernik

@lciernik.bsky.social

137 Followers 115 Following

PhD @ ML Group TU Berlin, BIFOLD, HFA, @ellis.eu | BSc & MSc @ethzurich.bsky.social

Representational similarity using linear CKA. Left to right: natural multi- and single-domain, and specialized datasets, followed by mean and standard deviation across all datasets. Models (rows and columns) are ordered by a hierarchical clustering of the mean matrix. Yellow and white boxes highlight regions with more stable similarity patterns across datasets, corresponding to some image-text (yellow) and self-supervised model pairs (white), while cyan boxes show higher variability for mainly supervised model pairs.