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2020 – today
- 2022
[j2]Arezoo Rajabi, Mahdieh Abbasi, Rakesh B. Bobba
, Kimia Tajik:
Adversarial Images Against Super-Resolution Convolutional Neural Networks for Free. Proc. Priv. Enhancing Technol. 2022(3): 120-139 (2022)- 2021
- [j1]Fan Zhou, Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné:
Task Similarity Estimation Through Adversarial Multitask Neural Network. IEEE Trans. Neural Networks Learn. Syst. 32(2): 466-480 (2021) - 2020
- [c5]Mahdieh Abbasi, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba:
Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks. Canadian AI 2020: 1-14 - [c4]Mahdieh Abbasi, Changjian Shui, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba:
Toward Metrics for Differentiating Out-of-Distribution Sets. ECAI 2020: 929-936 - [i9]Mahdieh Abbasi, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba:
Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks. CoRR abs/2005.08321 (2020) - [i8]Mahdieh Abbasi, Denis Laurendeau, Christian Gagné:
Self-supervised Robust Object Detectors from Partially Labelled datasets. CoRR abs/2005.11549 (2020)
2010 – 2019
- 2019
- [c3]Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné:
A Principled Approach for Learning Task Similarity in Multitask Learning. IJCAI 2019: 3446-3452 - [i7]Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné:
A Principled Approach for Learning Task Similarity in Multitask Learning. CoRR abs/1903.09109 (2019) - [i6]Mahdieh Abbasi, Changjian Shui, Arezoo Rajabi, Christian Gagné, Rakesh Bobba:
Toward Metrics for Differentiating Out-of-Distribution Sets. CoRR abs/1910.08650 (2019) - 2018
- [i5]Mahdieh Abbasi, Christian Gagné:
Out-distribution training confers robustness to deep neural networks. CoRR abs/1802.07124 (2018) - [i4]Arezoo Rajabi, Mahdieh Abbasi, Christian Gagné, Rakesh B. Bobba:
Towards Dependable Deep Convolutional Neural Networks (CNNs) with Out-distribution Learning. CoRR abs/1804.08794 (2018) - [i3]Mahdieh Abbasi, Arezoo Rajabi, Azadeh Sadat Mozafari, Rakesh B. Bobba, Christian Gagné:
Controlling Over-generalization and its Effect on Adversarial Examples Generation and Detection. CoRR abs/1808.08282 (2018) - 2017
- [c2]Mahdieh Abbasi, Christian Gagné:
Robustness to Adversarial Examples through an Ensemble of Specialists. ICLR (Workshop) 2017 - [i2]Mahdieh Abbasi, Christian Gagné:
Robustness to Adversarial Examples through an Ensemble of Specialists. CoRR abs/1702.06856 (2017) - 2016
- [i1]Farkhondeh Kiaee, Christian Gagné, Mahdieh Abbasi:
Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks. CoRR abs/1611.01590 (2016) - 2015
- [c1]Mahdieh Abbasi, Hamid R. Rabiee, Christian Gagné:
Monocular 3D Human Pose Estimation with a Semi-supervised Graph-Based Method. 3DV 2015: 518-526
Coauthor Index
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