Mahdieh Abbasi

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 15

Top Topics

Uniformly Distributed

Diversity Measures

Alternating Direction Method Of Multipliers

Top Venues

Canadian Conference on AI

IEEE Trans. Neural Networks Learn. Syst.

ICLR (Workshop)

Publications

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) (2022)
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) (2021)
Mahdieh Abbasi, Changjian Shui, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba
Toward Metrics for Differentiating Out-of-Distribution Sets. ECAI (2020)
Mahdieh Abbasi, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba
Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks. Canadian Conference on AI (2020)
Mahdieh Abbasi, Denis Laurendeau, Christian Gagné
Self-supervised Robust Object Detectors from Partially Labelled datasets. CoRR (2020)
Mahdieh Abbasi, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba
Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks. CoRR (2020)
Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
A Principled Approach for Learning Task Similarity in Multitask Learning. CoRR (2019)
Mahdieh Abbasi, Changjian Shui, Arezoo Rajabi, Christian Gagné, Rakesh Bobba
Toward Metrics for Differentiating Out-of-Distribution Sets. CoRR (2019)
Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
A Principled Approach for Learning Task Similarity in Multitask Learning. IJCAI (2019)
Arezoo Rajabi, Mahdieh Abbasi, Christian Gagné, Rakesh B. Bobba
Towards Dependable Deep Convolutional Neural Networks (CNNs) with Out-distribution Learning. CoRR (2018)
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 (2018)
Mahdieh Abbasi, Christian Gagné
Out-distribution training confers robustness to deep neural networks. CoRR (2018)
Mahdieh Abbasi, Christian Gagné
Robustness to Adversarial Examples through an Ensemble of Specialists. CoRR (2017)
Mahdieh Abbasi, Christian Gagné
Robustness to Adversarial Examples through an Ensemble of Specialists. ICLR (Workshop) (2017)
Farkhondeh Kiaee, Christian Gagné, Mahdieh Abbasi
Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks. CoRR (2016)
Mahdieh Abbasi, Hamid R. Rabiee, Christian Gagné
Monocular 3D Human Pose Estimation with a Semi-supervised Graph-Based Method. 3DV (2015)