Aydin Sarraf

Researcher, RTE ST, Ericsson

Joined

May 2024

Names

Aydin Sarraf (Preferred)

Emails

****@ericsson.com (Confirmed)

Personal Links

Career & Education History

Researcher

RTE ST, Ericsson (ericsson.com)

2019 – Present

Advisors, Relations & Conflicts

Coauthor

Shakeeb Murtaza

2021 – 2023

Coauthor

Marco Pedersoli

2021 – 2023

Coauthor

Eric Granger

2019 – 2023

Coauthor

Soufiane Belharbi

2019 – 2023

PhD Advisor

Dan Kucerovsky

2010 – 2014

Expertise

Weakly supervised learning

2020 – Present

Object detection and localization

2015 – Present

Image segmentation

2015 – Present

Publications

Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos
Shakeeb Murtaza, Marco Pedersoli, Aydin Sarraf, Eric Granger
- ANNPR 2024
- Readers: Everyone
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
- Published: 01 Jan 2023, Last Modified: 17 Mar 2024
- Image Vis. Comput. 2023
- Readers: Everyone
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. 2023
- Readers: Everyone
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
- 2023 (modified: 08 Mar 2023)
- WACV (Workshops) 2023
- Readers: Everyone
DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object Localization
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
- Published: 01 Jan 2023, Last Modified: 17 Mar 2024
- CoRR 2023
- Readers: Everyone
An upper bound on the variance of scalar multilayer perceptrons for log-concave distributions
Aydin Sarraf, Saeed Khalili
- Neurocomputing 2022
- Readers: Everyone
Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
- 2022 (modified: 08 Mar 2023)
- CoRR 2022
- Readers: Everyone
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization
Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
- 2022 (modified: 08 Mar 2023)
- CoRR 2022
- Readers: Everyone
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling
Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
- 2022 (modified: 24 Apr 2023)
- WACV 2022
- Readers: Everyone

View all 14 publications

Aydin Sarraf

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors