Matthew Kowal

1. Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models
   2025/02/18 by Thomas Fel, Fel, Thomas, Ekdeep Singh Lubana +17 · 19 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
2. Understanding Video Transformers via Universal Concept Discovery
   2024/01/19 by Matthew Kowal, Kowal, Matthew, Achal Dave +9 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO)
3. Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment
   2025/02/06 by Harrish Thasarathan, Thasarathan, Harrish, Forsyth, Julian +6 · 9 citations
   Computer Science · #Machine Learning in Healthcare #Topic Modeling #Speech Recognition and Synthesis
4. Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models
   2024/04/02 by Matthew Kowal, Kowal, Matthew, Richard P. Wildes +3 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Data Management and Algorithms
5. Position, Padding and Predictions: A Deeper Look at Position Information in CNNs
   2021/01/28 by Md Amirul Islam, Islam, Md Amirul, Matthew Kowal +7 · 2 voices · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
6. It's the Thought that Counts: Evaluating the Attempts of Frontier LLMs to Persuade on Harmful Topics
   2025/06/03 by Matthew Kowal, Jasper Timm, Kowal, Matthew +15 · 3 citations
   Social Sciences · Computer Science · Psychology · #Misinformation and Its Impacts #Hate Speech and Cyberbullying Detection #Deception detection and forensic psychology
7. Large language models can effectively convince people to believe conspiracies
   2026/01/08 by Thomas H. Costello, Kellin Pelrine, Matthew Kowal +6 · 5 voices
   #cs.AI #econ.GN #q-fin.EC
8. Interpreting Physics in Video World Models
   2026/02/04 by Sonia Joseph, Quentin Garrido, Randall Balestriero +5 · 1 voice · 1 citation
   #cs.CV #cs.AI