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 | 68 | 2021 |
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 | 33 | 2021 |
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 | 28* | 2022 |
Feature binding with category-dependant mixup for semantic segmentation and adversarial robustness MA Islam, M Kowal, KG Derpanis, NDB Bruce BMVC 2020 (Oral), 2020 | 9 | 2020 |
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness MA Islam, M Kowal, KG Derpanis, NDB Bruce IJCV 2022, 2021 | 8 | 2021 |
Boundary Effects in CNNs: Feature or Bug? MA Islam, M Kowal, S Jia, KG Derpanis, N Bruce | 3 | 2020 |
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 | 1 | 2024 |
Understanding Video Transformers via Universal Concept Discovery M Kowal, A Dave, R Ambrus, A Gaidon, KG Derpanis, P Tokmakov CVPR 2024 (Highlight), 2024 | 1 | 2024 |
Simpler Does It: Generating Semantic Labels with Objectness Guidance MA Islam, M Kowal, S Jia, KG Derpanis, NDB Bruce BMVC 2021, 2021 | 1 | 2021 |
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 |