Regularized logistic regression algorithm learns progressive sweep algorithm. - Mohammad Esmaeilpour; Faezeh Allahabadi; Zeinab Esmaeilpour (IVCNZ, 2015)

Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro L. Koerich (CoRR, 2019)

Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms. - Karl M. Koerich; Mohammad Esmailpour; Sajjad Abdoli; Alceu S. Britto Jr.; Alessandro L. Koerich (CoRR, 2019)

Detection of Adversarial Attacks and Characterization of Adversarial Subspace. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (ICASSP, 2020)

Adversarially Training for Audio Classifiers. - Raymel Alfonso Sallo; Mohammad Esmaeilpour; Patrick Cardinal (ICPR, 2020)

Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. - Karl M. Koerich; Mohammad Esmailpour; Sajjad Abdoli; Alceu S. Britto Jr.; Alessandro L. Koerich (IJCNN, 2020)

Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (Appl. Soft Comput., 2020)

From Sound Representation to Model Robustness. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2020)

Improving Stability of LS-GANs for Audio and Speech Signals. - Mohammad Esmaeilpour; Raymel Alfonso Sallo; Olivier St-Georges; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2020)

Conditioning Trick for Training Stable GANs. - Mohammad Esmaeilpour; Raymel Alfonso Sallo; Olivier St-Georges; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2020)

A Robust Approach for Securing Audio Classification Against Adversarial Attacks. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (IEEE Trans. Inf. Forensics Secur., 2020)

Class-Conditional Defense GAN Against End-To-End Speech Attacks. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (ICASSP, 2021)

Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2021)

Bi-Discriminator Class-Conditional Tabular GAN. - Mohammad Esmaeilpour; Nourhene Chaalia; Adel Abusitta 001; François-Xavier Devailly; Wissem Maazoun; Patrick Cardinal (CoRR, 2021)

Cyclic Defense GAN Against Speech Adversarial Attacks. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (IEEE Signal Process. Lett., 2021)

Towards Robust Speech-to-Text Adversarial Attack. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (ICASSP, 2022)

From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (CoRR, 2022)

RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis. - Mohammad Esmaeilpour; Nourhene Chaalia; Adel Abusitta 001; François-Xavier Devailly; Wissem Maazoun; Patrick Cardinal (CoRR, 2022)

Bi-discriminator GAN for tabular data synthesis. - Mohammad Esmaeilpour; Nourhene Chaalia; Adel Abusitta 001; François-Xavier Devailly; Wissem Maazoun; Patrick Cardinal (Pattern Recognit. Lett., 2022)

RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks. - Mohammad Esmaeilpour; Nourhene Chaalia; Patrick Cardinal (IEEE Signal Process. Lett., 2022)

Multidiscriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. - Mohammad Esmaeilpour; Patrick Cardinal; Alessandro Lameiras Koerich (IEEE Trans. Inf. Forensics Secur., 2022)