arXiv cs.CV
· Papers
Iterative Erasure Count Is Not an Affine-Invariant Concept Dimension
arXiv:2608.10566v1 Announce Type: cross Abstract: How many directions does a neural representation use to encode a concept? A common answer repeatedly erases probe directions and reports the stopping count or cumulative removed rank. We show that both quantities can change under an information-preserving invertible rep