Matthew Kowal
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
6
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models. | Thomas Fel, Ekdeep Singh Lubana, Jacob S. Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba E. Ba, Talia Konkle |
| 2025 | ICML | Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment. | Harrish Thasarathan, Julian Forsyth, Thomas Fel, Matthew Kowal, Konstantinos G. Derpanis |
| 2024 | AI | Multi-modal News Understanding with Professionally Labelled Videos (ReutersViLNews). | Shih-Han Chou, Matthew Kowal, Yasmin Niknam, Diana Moyano, Shayaan Mehdi, Richard Pito, Cheng Zhang |
| 2024 | CVPR | Understanding Video Transformers via Universal Concept Discovery. | Matthew Kowal, Achal Dave, Rares Ambrus, Adrien Gaidon, Konstantinos G. Derpanis, Pavel Tokmakov |
| 2024 | CVPR | Visual Concept Connectome (VCC): Open World Concept Discovery and Their Interlayer Connections in Deep Models. | Matthew Kowal, Richard P. Wildes, Konstantinos G. Derpanis |
| 2022 | BMVC | Maximizing Mutual Shape Information. | Md. Amirul Islam, Matthew Kowal, Patrick Esser, Bjrn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce |
| 2022 | CVPR | A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information. | Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis |
| 2021 | BMVC | Simpler Does It: Generating Semantic Labels with Objectness Guidance. | Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce |
| 2021 | ICCV | Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs. | Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce |
| 2021 | ICLR | Shape or Texture: Understanding Discriminative Features in CNNs. | Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Bjrn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce |
| 2020 | BMVC | Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness. | Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce |