Mahdieh Abbasi
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Robustness to Adversarial Examples through an Ensemble of Specialists
M Abbasi, C Gagné
ICLR Workshop, 2017
Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks
F Kiaee, C Gagné, M Abbasi
arXiv preprint arXiv:1611.01590, 2016
A Principled Approach for Learning Task Similarity in Multitask Learning
C Shui, M Abbasi, LÉ Robitaille, B Wang, C Gagné
IJCAI, 2019
Monocular 3D human pose estimation with a semi-supervised graph-based method
M Abbasi, HR Rabiee, C Gagné
2015 International Conference on 3D Vision, 518-526, 2015
Toward Metrics for Differentiating Out-of-Distribution Sets
M Abbasi, C Shui, A Rajabi, C Gagne, R Bobba
NeurIPS Workshop on Safety and Robustness in Decision Making, 2019
Controlling Over-generalization and its Effect on Adversarial Examples Generation and Detection
M Abbasi, A Rajabi, AS Mozafari, RB Bobba, C Gagne
arXiv preprint arXiv:1808.08282, 2018
Towards Dependable Deep Convolutional Neural Networks (CNNs) with Out-distribution Learning
M Abbasi, A Rajabi, C Gagné, RB Bobba
Dependable and Secure Machine Learning, co-located with DSN 2018, 2018
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