Sara Elkerdawy

PhD student, University of Alberta

Joined

July 2019

Names

Sara Elkerdawy (Preferred)

Emails

****@ualberta.ca (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

PhD student

University of Alberta (ualberta.ca)

Present

Advisors, Relations & Conflicts

PhD Advisor

Nilanjan Ray

Present

PhD Advisor

Hong Zhang

Present

Collaborator

Mostafa Elhoushi

Present

Expertise

Neural Network Model Pruning

Present

NN Model Distillation

Present

Publications

Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction
Sara Elkerdawy, Mostafa Elhoushi, Hong Zhang, Nilanjan Ray
- 2022 (modified: 17 Nov 2022)
- CVPR 2022
- Readers: Everyone
Layer Importance Estimation With Imprinting for Neural Network Quantization
Hongyang Liu, Sara Elkerdawy, Nilanjan Ray, Mostafa Elhoushi
- 2021 (modified: 17 Nov 2022)
- CVPR Workshops 2021
- Readers: Everyone
To Filter Prune, or to Layer Prune, That Is the Question
Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray
- 2020 (modified: 17 Nov 2022)
- ACCV (3) 2020
- Readers: Everyone
One-Shot Layer-Wise Accuracy Approximation For Layer Pruning
Sara Elkerdawy, Mostafa Elhoushi, Abhineet Singh, Hong Zhang, Nilanjan Ray
- 2020 (modified: 17 Nov 2022)
- ICIP 2020
- Readers: Everyone
Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter Pruning
Sara Elkerdawy, Hong Zhang, Nilanjan Ray
- 2019 (modified: 17 Nov 2022)
- ICIP 2019
- Readers: Everyone
Fine-Grained Vehicle Classification with Unsupervised Parts Co-occurrence Learning
Sara Elkerdawy, Nilanjan Ray, Hong Zhang
- 2018 (modified: 11 Nov 2022)
- ECCV Workshops (4) 2018
- Readers: Everyone
Scale-Adaptive Object Tracking with Diverse Ensembles
Sara Elkerdawy, Abdelrahman Eldesokey, Ahmed Salaheldin, Mohamed ElHelw
- 2014 (modified: 17 Nov 2022)
- ISVC (1) 2014
- Readers: Everyone
Vision-based scale-adaptive vehicle detection and tracking for intelligent traffic monitoring
Sara Elkerdawy, Ahmed Salaheldin, Mohamed ElHelw
- 2014 (modified: 17 Nov 2022)
- ROBIO 2014
- Readers: Everyone

Sara Elkerdawy

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors