Jim Berend

Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers

Measuring the alignment between representations lets us understand similarities between the feature spaces of different models, such as Vision Transformers trained under diverse paradigms. However, traditional measures for representational alignment yield only scalar values that obscure how these sp…