Mahdieh Abbasi

According to our database, Mahdieh Abbasi authored at least 12 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Adversarial Images Against Super-Resolution Convolutional Neural Networks for Free.

Arezoo Rajabi, Mahdieh Abbasi, Rakesh B. Bobba, Kimia Tajik

Proc. Priv. Enhancing Technol., 2022

2021

Task Similarity Estimation Through Adversarial Multitask Neural Network.

Fan Zhou, Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné

IEEE Trans. Neural Networks Learn. Syst., 2021

2020

Self-supervised Robust Object Detectors from Partially Labelled datasets.

Mahdieh Abbasi, Denis Laurendeau, Christian Gagné

CoRR, 2020

Toward Metrics for Differentiating Out-of-Distribution Sets.

Mahdieh Abbasi, Changjian Shui, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks.

Mahdieh Abbasi, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba

Proceedings of the Advances in Artificial Intelligence, 2020

2019

A Principled Approach for Learning Task Similarity in Multitask Learning.

Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Controlling Over-generalization and its Effect on Adversarial Examples Generation and Detection.

Mahdieh Abbasi, Arezoo Rajabi, Azadeh Sadat Mozafari, Rakesh B. Bobba, Christian Gagné

CoRR, 2018

Towards Dependable Deep Convolutional Neural Networks (CNNs) with Out-distribution Learning.

Arezoo Rajabi, Mahdieh Abbasi, Christian Gagné, Rakesh B. Bobba

CoRR, 2018

Out-distribution training confers robustness to deep neural networks.

Mahdieh Abbasi, Christian Gagné

CoRR, 2018

2017

Robustness to Adversarial Examples through an Ensemble of Specialists.

Mahdieh Abbasi, Christian Gagné

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks.

Farkhondeh Kiaee, Christian Gagné, Mahdieh Abbasi

CoRR, 2016

2015

Monocular 3D Human Pose Estimation with a Semi-supervised Graph-Based Method.

Mahdieh Abbasi, Hamid R. Rabiee, Christian Gagné

Proceedings of the 2015 International Conference on 3D Vision, 2015