Frank Haußer

Berlin University of Applied Sciences

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Frequent co-authors

Teodor Chiaburu (1)Franz Motzkus (1)Felix Bießmann (1)

Papers (1)

Sep 28, 2026

2w ago·also ATHENE National Research Center for Applied, AUMOVIO, Bamberg, Berlin University of Applied Sciences +1

Verifying the Linear Representation Hypothesis: How Interpretable Are Vision SAEs?

Popular proxy metrics for vision SAEs fail to correlate with each other or with human judgment, revealing that standard evaluations cannot reliably confirm whether autoencoders actually extract monosemantic visual concepts.

Teodor Chiaburu, Franz Motzkus, Frank Haußer +1

Frank Haußer

Publication activitypapers/week, last 8 weeks

Frequent co-authors

Papers (1)

Search

Frank Haußer

Publication activitypapers/week, last 8 weeks

Frequent co-authors

Papers (1)