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ORCIDMohammad Esmaeilpour
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- affiliation: University of Québec, Montréal, Canada
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2020 – today
- 2022
[j6]Mohammad Esmaeilpour
, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal:
Bi-discriminator GAN for tabular data synthesis. Pattern Recognit. Lett. 159: 204-210 (2022)- [j5]Mohammad Esmaeilpour, Nourhene Chaalia, Patrick Cardinal:
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks. IEEE Signal Process. Lett. 29: 1998-2002 (2022) - [j4]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Multidiscriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. IEEE Trans. Inf. Forensics Secur. 17: 2044-2058 (2022) - [c6]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Towards Robust Speech-to-Text Adversarial Attack. ICASSP 2022: 2869-2873 - [i16]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks. CoRR abs/2204.07018 (2022) - [i15]Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal:
RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis. CoRR abs/2205.11693 (2022) - [i14]Mohammad Esmaeilpour, Nourhene Chaalia, Patrick Cardinal:
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks. CoRR abs/2207.06858 (2022) - 2021
- [j3]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Cyclic Defense GAN Against Speech Adversarial Attacks. IEEE Signal Process. Lett. 28: 1769-1773 (2021) - [c5]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Class-Conditional Defense GAN Against End-To-End Speech Attacks. ICASSP 2021: 2565-2569 - [i13]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. CoRR abs/2103.08086 (2021) - [i12]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Towards Robust Speech-to-Text Adversarial Attack. CoRR abs/2103.08095 (2021) - [i11]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Cyclic Defense GAN Against Speech Adversarial Attacks. CoRR abs/2103.14717 (2021) - [i10]Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal:
Bi-Discriminator Class-Conditional Tabular GAN. CoRR abs/2111.06549 (2021) - 2020
- [j2]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network. Appl. Soft Comput. 86 (2020) - [j1]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. IEEE Trans. Inf. Forensics Secur. 15: 2147-2159 (2020) - [c4]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. ICASSP 2020: 3097-3101 - [c3]Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal:
Adversarially Training for Audio Classifiers. ICPR 2020: 9569-9576 - [c2]Karl M. Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu S. Britto Jr., Alessandro L. Koerich:
Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. IJCNN 2020: 1-7 - [i9]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
From Sound Representation to Model Robustness. CoRR abs/2007.13703 (2020) - [i8]Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich:
Improving Stability of LS-GANs for Audio and Speech Signals. CoRR abs/2008.05454 (2020) - [i7]Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal:
Adversarially Training for Audio Classifiers. CoRR abs/2008.11618 (2020) - [i6]Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich:
Conditioning Trick for Training Stable GANs. CoRR abs/2010.05844 (2020) - [i5]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Class-Conditional Defense GAN Against End-to-End Speech Attacks. CoRR abs/2010.11352 (2020)
2010 – 2019
- 2019
- [i4]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro L. Koerich:
Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network. CoRR abs/1904.04221 (2019) - [i3]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. CoRR abs/1904.10990 (2019) - [i2]Karl M. Koerich, Mohammad Esmailpour, Sajjad Abdoli, Alceu S. Britto Jr., Alessandro L. Koerich:
Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms. CoRR abs/1910.10106 (2019) - [i1]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. CoRR abs/1910.12084 (2019) - 2015
- [c1]Mohammad Esmaeilpour, Faezeh Allahabadi, Zeinab Esmaeilpour:
Regularized logistic regression algorithm learns progressive sweep algorithm. IVCNZ 2015: 1-4
Coauthor Index
aka: Alessandro Lameiras Koerich
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