Follow
Matthew Kowal
Matthew Kowal
York University, Vector Institute, Toyota Research 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
ICLR 2021, 2021
652021
Position, padding and predictions: A deeper look at position information in cnns
MA Islam, M Kowal, S Jia, KG Derpanis, NDB Bruce
IJCV 2024, 2021
63*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
ICCV 2021, 2021
322021
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
CVPR 2022, 13999-14009, 2022
26*2022
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness
MA Islam, M Kowal, KG Derpanis, NDB Bruce
IJCV 2022, 2021
92021
Feature binding with category-dependant mixup for semantic segmentation and adversarial robustness
MA Islam, M Kowal, KG Derpanis, NDB Bruce
BMVC 2020 (Oral), 2020
92020
Boundary Effects in CNNs: Feature or Bug?
MA Islam, M Kowal, S Jia, KG Derpanis, N Bruce
32020
Understanding Video Transformers via Universal Concept Discovery
M Kowal, A Dave, R Ambrus, A Gaidon, KG Derpanis, P Tokmakov
CVPR 2024 (Highlight), 2024
12024
Simpler Does It: Generating Semantic Labels with Objectness Guidance
MA Islam, M Kowal, S Jia, KG Derpanis, NDB Bruce
BMVC 2021, 2021
12021
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models
M Kowal, RP Wildes, KG Derpanis
CVPR 2024 (Highlight), 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, ...
CIAC 2024, 2024
2024
Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks
M Kowal, M Siam, MA Islam, NDB Bruce, RP Wildes, KG Derpanis
arXiv preprint arXiv:2211.01783, 2022
2022
Maximizing Mutual Shape Information
MA Islam, M Kowal, P Esser, B Ommer, KG Derpanis, NDB Bruce, ...
BMVC 2022, 2022
2022
The system can't perform the operation now. Try again later.
Articles 1–13