I am a PHD candidate at Université Laval and Mila working on object trackers and robustness of learning-based trackers. Since May 2023, I have pursued my Ph.D. program on the robustness of trackers, supervised by Professor Christian Gagné and Professor Jean-François Lalonde. I have published my research in Transactions on Machine Learning Research (TMLR) and presented my works in NeurIPS and ICML, showcasing my work to the academic community.
Prior to this, I researched single object tracking using deep reinforcement learning algorithms until April 2023. Also, I have gained nine months of industry experience through internships, reinforcing my skills and learning from professional teammates.
For any inquiries, feel free to reach out to me via mail!
@article{nokabadi2024reproducibility,
title={Reproducibility Study on Adversarial Attacks Against Robust Transformer Trackers},
author={Fatemeh Nourilenjan Nokabadi and Jean-Francois Lalonde and Christian Gagne},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2024},
url={https://openreview.net/forum?id=FEEKR0Vl9s},
note={Reproducibility Certification}
}
@inproceedings{nokabadi2024trackpgd,
title={Track{PGD}: Efficient Adversarial Attack using Object Binary Masks against Robust Transformer Trackers},
author={Fatemeh Nourilenjan Nokabadi and Yann Batiste Pequignot and Jean-Francois Lalonde and Christian Gagn{\'e}},
booktitle={The Third Workshop on New Frontiers in Adversarial Machine Learning},
year={2024},
url={https://openreview.net/forum?id=niCzJh1cbP}
}
@inproceedings{nokabadi2024adversarial,
title={Adversarial Bounding Boxes Generation ({ABBG}) Attack against Visual Object Trackers},
author={Fatemeh Nourilenjan Nokabadi and Jean-Francois Lalonde and Christian Gagn{\'e}},
booktitle={The Third Workshop on New Frontiers in Adversarial Machine Learning},
year={2024},
url={https://openreview.net/forum?id=PRQFtvakYN}
}
@article{nourilenjan_nokabadi_-multivariational_2024,
author = {Fatemeh Nourilenjan Nokabadi, Setareh Rezaee Oshternian},
title = {β-Multivariational Autoencoder for Entangled Representation Learning in Video Frames},
booktitle = {ICML 2024 Workshop WiML},
year = {2024},
}
@InProceedings{nouri_salient_2018,
author = {Fatemeh Nouri and Kamran Kazemi and Habibollah Danyali},
title = {Salient object detection method using random graph},
booktitle = {Multimedia Tools and Applications},
year = {2018},
}
@InProceedings{nouri_salient_2018-1,
author = {Fatemeh Nouri and Kamran Kazemi and Habibollah Danyali},
title = {Salient object detection using local, global and high contrast graphs},
booktitle = {Signal, Image and Video Processing},
year = {2018},
}
@InProceedings{nouri_salient_2015,
author = {Fatemeh Nouri and Kamran Kazemi and Habibollah Danyali},
title = {Salient object detection via global contrast graph},
booktitle = {Signal Processing and Intelligent Systems Conference (SPIS)},
year = {2015},
}
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