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Matthew Kowal
Matthew Kowal
York University, Vector Institute, Ubisoft La Forge
Verified email at yorku.ca - Homepage
Title
Cited by
Cited by
Year
Shape or texture: Understanding discriminative features in cnns
MA Islam, M Kowal, P Esser, S Jia, B Ommer, KG Derpanis, N Bruce
International Conference on Learning Representations, 2021
772021
Position, padding and predictions: A deeper look at position information in cnns
MA Islam, M Kowal, S Jia, KG Derpanis, NDB Bruce
International Journal of Computer Vision, 2021
70*2021
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs
MA Islam, M Kowal, S Jia, KG Derpanis, NDB Bruce
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
382021
A deeper dive into what deep spatiotemporal networks encode: Quantifying static vs. dynamic information
M Kowal, M Siam, MA Islam, NDB Bruce, RP Wildes, D Konstantinos G
Proceedings of the IEEE conference on computer vision and pattern …, 2022
29*2022
Feature binding with category-dependant mixup for semantic segmentation and adversarial robustness
MA Islam, M Kowal, KG Derpanis, NDB Bruce
(Oral) British Machine Vision Conference, 2020
92020
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness
MA Islam, M Kowal, KG Derpanis, NDB Bruce
International Journal of Computer Vision, 2021
82021
Understanding Video Transformers via Universal Concept Discovery
M Kowal, A Dave, R Ambrus, A Gaidon, KG Derpanis, P Tokmakov
(Spotlight) Proceedings of the IEEE conference on computer vision and …, 2024
32024
Boundary Effects in CNNs: Feature or Bug?
MA Islam, M Kowal, S Jia, KG Derpanis, N Bruce
32020
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models
M Kowal, RP Wildes, KG Derpanis
(Spotlight) Proceedings of the IEEE conference on computer vision and …, 2024
22024
Simpler Does It: Generating Semantic Labels with Objectness Guidance
MA Islam, M Kowal, S Jia, KG Derpanis, NDB Bruce
British Machine Vision Conference, 2021
12021
Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks
M Kowal, M Siam, MA Islam, NDB Bruce, RP Wildes, KG Derpanis
Transactions on Pattern Analysis and Machine Intelligence, 2024
2024
Multi-modal News Understanding with Professionally Labelled Videos (ReutersViLNews)
SH Chou, M Kowal, Y Niknam, D Moyano, S Mehdi, R Pito, C Zhang, ...
Canadian Artificial Intelligence Conference, 2024
2024
Maximizing Mutual Shape Information
MA Islam, M Kowal, P Esser, B Ommer, KG Derpanis, NDB Bruce, ...
British Machine Vision Conference, 2022
2022
An Evaluation of Modalities for Action Recognition
M Kowal
Toronto Metropolitan University, 2020
2020
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