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Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models

Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models

18 February 2025
Thomas Fel
Ekdeep Singh Lubana
Jacob S. Prince
M. Kowal
Victor Boutin
Isabel Papadimitriou
Binxu Wang
Martin Wattenberg
Demba Ba
Talia Konkle
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Papers citing "Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models"

3 / 3 papers shown
Title
Ensembling Sparse Autoencoders
Ensembling Sparse Autoencoders
Soham Gadgil
Chris Lin
Su-In Lee
21
0
0
21 May 2025
Interpreting the linear structure of vision-language model embedding spaces
Interpreting the linear structure of vision-language model embedding spaces
Isabel Papadimitriou
Huangyuan Su
Thomas Fel
Naomi Saphra
Sham Kakade
VLM
72
0
0
16 Apr 2025
Projecting Assumptions: The Duality Between Sparse Autoencoders and Concept Geometry
Sai Sumedh R. Hindupur
Ekdeep Singh Lubana
Thomas Fel
Demba Ba
62
6
0
03 Mar 2025
1