Mohammad Esmaeilpour

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 26

Top Topics

Structuring Elements

Class Conditional

Training Set Size

Top Venues

IEEE Signal Process. Lett.

IEEE Trans. Inf. Forensics Secur.

Publications

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 (2022)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks. CoRR (2022)
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 (2022)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Towards Robust Speech-to-Text Adversarial Attack. ICASSP (2022)
Mohammad Esmaeilpour, Nourhene Chaalia, Patrick Cardinal
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks. CoRR (2022)
Mohammad Esmaeilpour, Nourhene Chaalia, Patrick Cardinal
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks. IEEE Signal Process. Lett. 29 (2022)
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
Bi-discriminator GAN for tabular data synthesis. Pattern Recognit. Lett. 159 (2022)
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
Bi-Discriminator Class-Conditional Tabular GAN. CoRR (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Class-Conditional Defense GAN Against End-To-End Speech Attacks. ICASSP (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Cyclic Defense GAN Against Speech Adversarial Attacks. CoRR (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Towards Robust Speech-to-Text Adversarial Attack. CoRR (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Cyclic Defense GAN Against Speech Adversarial Attacks. IEEE Signal Process. Lett. 28 (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. CoRR (2021)
Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich
Conditioning Trick for Training Stable GANs. CoRR (2020)
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)
Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal
Adversarially Training for Audio Classifiers. ICPR (2020)
Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich
Improving Stability of LS-GANs for Audio and Speech Signals. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
From Sound Representation to Model Robustness. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Class-Conditional Defense GAN Against End-to-End Speech Attacks. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. ICASSP (2020)
Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal
Adversarially Training for Audio Classifiers. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro L. Koerich
Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network. CoRR (2019)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. CoRR (2019)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. CoRR (2019)
Mohammad Esmaeilpour, Faezeh Allahabadi, Zeinab Esmaeilpour
Regularized logistic regression algorithm learns progressive sweep algorithm. IVCNZ (2015)