M. Kowal

A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information

Richard P. Wildes, Neil D. B. Bruce, Md. Amirul Islam, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks

Richard P. Wildes, Neil D. B. Bruce, Md. Amirul Islam, 2022, ArXiv.

Position, Padding and Predictions: A Deeper Look at Position Information in CNNs pdf

Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce, 2021, ArXiv.

Shape or Texture: Understanding Discriminative Features in CNNs

Neil D. B. Bruce, Md. Amirul Islam, Md Amirul Islam, 2021, ICLR.

Simpler Does It: Generating Semantic Labels with Objectness Guidance pdf

Konstantinos G. Derpanis, Neil D. B. Bruce, Md. Amirul Islam, 2021, BMVC.

Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness

Konstantinos G. Derpanis, Neil D. B. Bruce, Md. Amirul Islam, 2020, BMVC.

Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs pdf

Konstantinos G. Derpanis, Neil D. B. Bruce, Md. Amirul Islam, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness pdf

Konstantinos G. Derpanis, Neil D. B. Bruce, Md. Amirul Islam, 2021, International Journal of Computer Vision.

Understanding Video Transformers via Universal Concept Discovery

Achal Dave, K. Derpanis, Rares Ambrus, 2024, ArXiv.

Region Tracking in an Image Sequence: Preventing Driver Inattention pdf

Matthew Kowal, Gillian Sandison, Len Yabuki-Soh, 2019, ArXiv.