Mahdieh Abbasi

16 papers A* 1A 1Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Adversarial Images Against Super-Resolution Convolutional Neural Networks for Free. Proc. Priv. Enhancing Technol. Arezoo Rajabi, Mahdieh Abbasi, Rakesh B. Bobba, Kimia Tajik
2021	J	`jnl`	Task Similarity Estimation Through Adversarial Multitask Neural Network. IEEE Trans. Neural Networks Learn. Syst. Fan Zhou, Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
2020	J	`jnl`	Self-supervised Robust Object Detectors from Partially Labelled datasets. CoRR Mahdieh Abbasi, Denis Laurendeau, Christian Gagné
2020	—	`conf`	Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks. Canadian AI Mahdieh Abbasi, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba
2020	J	`jnl`	Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks. CoRR Mahdieh Abbasi, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba
2020	A	`conf`	Toward Metrics for Differentiating Out-of-Distribution Sets. ECAI Mahdieh Abbasi, Changjian Shui, Arezoo Rajabi, Christian Gagné, Rakesh B. Bobba
2019	A*	`conf`	A Principled Approach for Learning Task Similarity in Multitask Learning. IJCAI Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
2019	J	`jnl`	A Principled Approach for Learning Task Similarity in Multitask Learning. CoRR Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné
2019	J	`jnl`	Toward Metrics for Differentiating Out-of-Distribution Sets. CoRR Mahdieh Abbasi, Changjian Shui, Arezoo Rajabi, Christian Gagné, Rakesh Bobba
2018	J	`jnl`	Controlling Over-generalization and its Effect on Adversarial Examples Generation and Detection. CoRR Mahdieh Abbasi, Arezoo Rajabi, Azadeh Sadat Mozafari, Rakesh B. Bobba, Christian Gagné
2018	J	`jnl`	Out-distribution training confers robustness to deep neural networks. CoRR Mahdieh Abbasi, Christian Gagné
2018	J	`jnl`	Towards Dependable Deep Convolutional Neural Networks (CNNs) with Out-distribution Learning. CoRR Arezoo Rajabi, Mahdieh Abbasi, Christian Gagné, Rakesh B. Bobba
2017	—	`conf`	Robustness to Adversarial Examples through an Ensemble of Specialists. ICLR (Workshop) Mahdieh Abbasi, Christian Gagné
2017	J	`jnl`	Robustness to Adversarial Examples through an Ensemble of Specialists. CoRR Mahdieh Abbasi, Christian Gagné
2016	J	`jnl`	Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks. CoRR Farkhondeh Kiaee, Christian Gagné, Mahdieh Abbasi
2015	—	`conf`	Monocular 3D Human Pose Estimation with a Semi-supervised Graph-Based Method. 3DV Mahdieh Abbasi, Hamid R. Rabiee, Christian Gagné