Shakeeb Murtaza

My name is Shakeeb Murtaza, and I am pursuing my doctoral studies at LIVIA Lab, ÉTS, Montreal, in partnership with ILLS. I work under the guidance of Eric Granger and Marco Pedersoli, focusing on training neural networks using weak supervision.

news

Nov 28, 2024	WACV 2025, A Realistic Protocol for Evaluation of Weakly Supervised Object Localization. [arXiv][Code]

latest posts

Dec 01, 2024	A Realistic Protocol for Evaluation of Weakly Supervised Object Localization

selected publications

Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization

Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, and 2 more authors

In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Bib Code

@inproceedings{murtaza2023discriminative,
  title = {Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization},
  author = {Murtaza, Shakeeb and Belharbi, Soufiane and Pedersoli, Marco and Sarraf, Aydin and Granger, Eric},
  booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
  pages = {155--165},
  year = {2023},
}

SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution

Soufiane Belharbi, Mara KM Whitford, Phuong Hoang, and 3 more authors

2024

Bib

@article{murtaza2024realistic,
  title = {SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution},
  author = {Belharbi, Soufiane and Whitford, Mara KM and Hoang, Phuong and Murtaza, Shakeeb and McCaffrey, Luke and Granger, Eric},
  booktitle = {NeurIPS 2024: Neural Information Processing Systems, Vancouver, Canada},
  year = {2024},
}

A Realistic Protocol for Evaluation of Weakly Supervised Object Localization

Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, and 1 more author

2025

Bib

@article{murtaza2024realistid,
  title = {A Realistic Protocol for Evaluation of Weakly Supervised Object Localization},
  author = {Murtaza, Shakeeb and Belharbi, Soufiane and Pedersoli, Marco and Granger, Eric},
  booktitle = {WACV 2025: IEEE/CVF Winter Conf. on Applications of Computer Vision, Arizona, USA},
  year = {2025},
}

CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos

Soufiane Belharbi, Shakeeb Murtaza, Marco Pedersoli, and 3 more authors

arXiv preprint arXiv:2303.09044, 2025

DOI Bib PDF Code

@article{belharbi2023colo,
  title = {CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos},
  author = {Belharbi, Soufiane and Murtaza, Shakeeb and Pedersoli, Marco and Ayed, Ismail Ben and McCaffrey, Luke and Granger, Eric},
  journal = {arXiv preprint arXiv:2303.09044},
  year = {2025},
  doi = {10.48550/arXiv.2303.09044},
}