Deep Learning, Artificial Intelligence, Image Classification, Vision Transformer, Resnet.
Analyzing (hidden) layer representations of neural networks is challenging because their features are distributed across a large number of neurons. This distributed aspect also makes it difficult to meaningfully compare representations across neural networks. Centered kernel alignment (CKA) [17,