Matthew Kowal
4
Papers
85
Total Citations
Papers (4)
Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
ICML 2025
28
citations
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment
ICML 2025
24
citations
Understanding Video Transformers via Universal Concept Discovery
CVPR 2024
17
citations
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models
CVPR 2024
16
citations