59 citations · 60 across the 4 of their papers we have counts for
4 papers
Robustifying Diffusion-Denoised Smoothing Against Covariate Shift
Ali Hedayatnia, Mostafa Tavassolipour, Babak Nadjar Araabi +1
Randomized smoothing is a well-established method for achieving certified robustness against l2-adversarial perturbations. By incorporating a denoiser before the base classifier, p…
Models Developed for Spiking Neural Networks
Shahriar Rezghi Shirsavar, Abdol-Hossein Vahabie, Mohammad-Reza A. Dehaqani
Emergence of deep neural networks (DNNs) has raised enormous attention towards artificial neural networks (ANNs) once again. They have become the state-of-the-art models and have w…
Attention-based Assisted Excitation for Salient Object Detection
Saeed Masoudnia, Melika Kheirieh, Abdol-Hossein Vahabie +1
Visual attention brings significant progress for Convolution Neural Networks (CNNs) in various applications. In this paper, object-based attention in human visual cortex inspires u…
Multi-Representational Learning for Offline Signature Verification using Multi-Loss Snapshot Ensemble of CNNs
Saeed Masoudnia, Omid Mersa, Babak N. Araabi +3
Offline Signature Verification (OSV) is a challenging pattern recognition task, especially in presence of skilled forgeries that are not available during training. This study aims…