Aydin Sarraf

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Object Localization

Top Venues

Comput. Appl. Math.

Image Vis. Comput.

SN Comput. Sci.

Publications

Shakeeb Murtaza, Marco Pedersoli, Aydin Sarraf, Eric Granger
Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos. CoRR (2024)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object Localization. CoRR (2023)
Aydin Sarraf, Fatemeh Baharifard, Kamal Rashedi
A decoupled physics-informed neural network for recovering a space-dependent force function in the wave equation from integral overdetermination data. Comput. Appl. Math. 42 (4) (2023)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. WACV (Workshops) (2023)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization. Image Vis. Comput. 140 (2023)
Aydin Sarraf, Saeed Khalili
An upper bound on the variance of scalar multilayer perceptrons for log-concave distributions. Neurocomputing 488 (2022)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization. CoRR (2022)
Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling. WACV (2022)
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. CoRR (2022)
Joao V. C. Evangelista, Zeeshan Sattar, Georges Kaddoum, Bassant Selim, Aydin Sarraf
Intelligent Link Adaptation for Grant-Free Access Cellular Networks: A Distributed Deep Reinforcement Learning Approach. CoRR (2021)
Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
F-CAM: Full Resolution CAM via Guided Parametric Upscaling. CoRR (2021)
Aydin Sarraf, Yimin Nie
RGAN: Rényi Generative Adversarial Network. SN Comput. Sci. 2 (1) (2021)
Aydin Sarraf
A tight upper bound on the generalization error of feedforward neural networks. Neural Networks 127 (2020)