publications

2025

1. 

   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},
   }

2. 

   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},
   }

2024

1. 

   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},
   }

2. 

   Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology

   Alexis Guichemerre, Soufiane Belharbi, Tsiry Mayet, and 4 more authors

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

3. 

   Leveraging transformers for weakly supervised object localization in unconstrained videos

   Shakeeb Murtaza, Marco Pedersoli, Aydin Sarraf, and 1 more author

   In ANNPR 2024: IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition, Montreal, Canada., 2024

2023

1. 

   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},
   }

2. 

   Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks

   Tehseen Zia, Zeeshan Nisar, and Shakeeb Murtaza

   arXiv preprint arXiv:2301.08939, 2023

   DOI Bib PDF

   @article{zia2023counterfactual,
     title = {Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks},
     author = {Zia, Tehseen and Nisar, Zeeshan and Murtaza, Shakeeb},
     journal = {arXiv preprint arXiv:2301.08939},
     year = {2023},
     doi = {10.48550/arXiv.2301.08939},
   }

3. 

   DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization

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

   Image and Vision Computing, 2023

2022

1. Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization

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

   arXiv preprint arXiv:2209.09195, 2022

   Bib PDF Code

   @article{murtaza2022constrained,
     title = {Constrained Sampling for Class-{A}gnostic Weakly Supervised Object Localization},
     author = {Murtaza, Shakeeb and Belharbi, Soufiane and Pedersoli, Marco and Sarraf, Aydin and Granger, Eric},
     journal = {arXiv preprint arXiv:2209.09195},
     year = {2022}
   }

2. VANT-GAN: Adversarial Learning for Discrepancy-Based Visual Attribution in Medical Imaging

   Tehseen Zia, Shakeeb Murtaza, Nauman Bashir, and 2 more authors

   Pattern Recognition Letters, 2022

   Bib

   @article{zia2022vant,
     title = {VANT-GAN: Adversarial Learning for Discrepancy-Based Visual Attribution in Medical Imaging},
     author = {Zia, Tehseen and Murtaza, Shakeeb and Bashir, Nauman and Windridge, David and Nisar, Zeeshan},
     journal = {Pattern Recognition Letters},
     volume = {156},
     pages = {112--118},
     year = {2022},
     publisher = {Elsevier}
   }

3. SoFTNet: A Concept-Controlled Deep Learning Architecture for Interpretable Image Classification

   Tehseen Zia, Nauman Bashir, Mirza Ahsan Ullah, and 1 more author

   Knowledge-Based Systems, 2022

   Bib

   @article{zia2022softnet,
     title = {SoFTNet: A Concept-Controlled Deep Learning Architecture for Interpretable Image Classification},
     author = {Zia, Tehseen and Bashir, Nauman and Ullah, Mirza Ahsan and Murtaza, Shakeeb},
     journal = {Knowledge-Based Systems},
     volume = {240},
     pages = {108066},
     year = {2022},
     publisher = {Elsevier}
   }

2020

1. Text-to-image Generation with Attention Based Recurrent Neural Networks

   Tehseen Zia, Shahan Arif, Shakeeb Murtaza, and 1 more author

   arXiv preprint arXiv:2001.06658, 2020

   Bib

   @article{zia2020text,
     title = {Text-to-image Generation with Attention Based Recurrent Neural Networks},
     author = {Zia, Tehseen and Arif, Shahan and Murtaza, Shakeeb and Ullah, Mirza Ahsan},
     journal = {arXiv preprint arXiv:2001.06658},
     year = {2020}
   }

2. Text-to-image Generation with Attention Based Recurrent Neural Networks

   Tehseen Zia, Shahan Arif, Shakeeb Murtaza, and 1 more author

   arXiv preprint arXiv:2001.06658, 2020

   Bib

   @article{zia2020texu,
     title = {Text-to-image Generation with Attention Based Recurrent Neural Networks},
     author = {Zia, Tehseen and Arif, Shahan and Murtaza, Shakeeb and Ullah, Mirza Ahsan},
     journal = {arXiv preprint arXiv:2001.06658},
     year = {2020}
   }