Aydin Sarraf

According to our database, Aydin Sarraf authored at least 10 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization.

Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger

Image Vis. Comput., December, 2023

A decoupled physics-informed neural network for recovering a space-dependent force function in the wave equation from integral overdetermination data.

Aydin Sarraf, Fatemeh Baharifard, Kamal Rashedi

Comput. Appl. Math., June, 2023

Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization.

Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

2022

An upper bound on the variance of scalar multilayer perceptrons for log-concave distributions.

Aydin Sarraf, Saeed Khalili

Neurocomputing, 2022

Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization.

Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger

CoRR, 2022

F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling.

Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

RGAN: Rényi Generative Adversarial Network.

Aydin Sarraf, Yimin Nie

SN Comput. Sci., 2021

F-CAM: Full Resolution CAM via Guided Parametric Upscaling.

Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

CoRR, 2021

Intelligent Link Adaptation for Grant-Free Access Cellular Networks: A Distributed Deep Reinforcement Learning Approach.

Joao V. C. Evangelista, Zeeshan Sattar, Georges Kaddoum, Bassant Selim, Aydin Sarraf

CoRR, 2021

2020

A tight upper bound on the generalization error of feedforward neural networks.

Aydin Sarraf

Neural Networks, 2020