Ehsan Saboori

According to our database, Ehsan Saboori authored at least 24 papers between 2008 and 2024.

Collaborative distances:

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

2024

ActNAS : Generating Efficient YOLO Models using Activation NAS.

Sudhakar Sah, Ravish Kumar, Darshan C. Ganji, Ehsan Saboori

CoRR, 2024

Token Pruning using a Lightweight Background Aware Vision Transformer.

Sudhakar Sah, Ravish Kumar, Honnesh Rohmetra, Ehsan Saboori

CoRR, 2024

MCUBench: A Benchmark of Tiny Object Detectors on MCUs.

Sudhakar Sah, Darshan C. Ganji, Matteo Grimaldi, Ravish Kumar, Alexander Hoffman, Honnesh Rohmetra, Ehsan Saboori

CoRR, 2024

QGen: On the Ability to Generalize in Quantization Aware Training.

MohammadHossein AskariHemmat, Ahmadreza Jeddi, Reyhane Askari Hemmat, Ivan Lazarevich, Alexander Hoffman, Sudhakar Sah, Ehsan Saboori, Yvon Savaria, Jean-Pierre David

CoRR, 2024

2023

DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables.

Darshan C. Ganji, Saad Ashfaq, Ehsan Saboori, Sudhakar Sah, Saptarshi Mitra, MohammadHossein AskariHemmat, Alexander Hoffman, Ahmed Hassanien, Mathieu Léonardon

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DeepliteRT: Computer Vision at the Edge.

Saad Ashfaq, Alexander Hoffman, Saptarshi Mitra, Sudhakar Sah, MohammadHossein AskariHemmat, Ehsan Saboori

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Accelerating Deep Learning Model Inference on Arm CPUs with Ultra-Low Bit Quantization and Runtime.

Saad Ashfaq, MohammadHossein AskariHemmat, Sudhakar Sah, Ehsan Saboori, Olivier Mastropietro, Alexander Hoffman

CoRR, 2022

QReg: On Regularization Effects of Quantization.

MohammadHossein AskariHemmat, Reyhane Askari Hemmat, Alexander Hoffman, Ivan Lazarevich, Ehsan Saboori, Olivier Mastropietro, Yvon Savaria, Jean-Pierre David

CoRR, 2022

2021

On Causal Inference for Data-free Structured Pruning.

Martin Ferianc, Anush Sankaran, Olivier Mastropietro, Ehsan Saboori, Quentin Cappart

CoRR, 2021

Deeplite Neutrino: An End-to-End Framework for Constrained Deep Learning Model Optimization.

Anush Sankaran, Olivier Mastropietro, Ehsan Saboori, Yasser Idris, Davis Sawyer, MohammadHossein AskariHemmat, Ghouthi Boukli Hacene

CoRR, 2021

Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization.

Anush Sankaran, Olivier Mastropietro, Ehsan Saboori, Yasser Idris, Davis Sawyer, MohammadHossein AskariHemmat, Ghouthi Boukli Hacene

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2016

Fast and cycle-accurate simulation of multi-threaded applications on SMP architectures using hybrid prototyping.

Ehsan Saboori, Samar Abdi

Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2016

Rapid design space exploration of multi-clock domain MPSoCs with hybrid prototyping.

Ehsan Saboori, Samar Abdi

Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016

2014

DRAC: a dynamically reconfigurable active L1 cache model for hybrid prototyping of multicore embedded systems.

Ali Barzegar, Ehsan Saboori, Samar Abdi

Proceedings of the 25nd IEEE International Symposium on Rapid System Prototyping, 2014

2013

Hybrid prototyping of multicore embedded systems.

Ehsan Saboori, Samar Abdi

Proceedings of the Design, Automation and Test in Europe, 2013

2012

Improving the K-means algorithm using improved downhill simplex search

Ehsan Saboori, Shafigh Parsazad, Anoosheh Sadeghi

CoRR, 2012

Automatic firewall rules generator for anomaly detection systems with Apriori algorithm

Ehsan Saboori, Shafigh Parsazad, Yasaman Sanatkhani

CoRR, 2012

A new scheduling algorithm for server farms load balancing

Ehsan Saboori, Shahriar Mohammadi, Shafigh Parsazad

CoRR, 2012

Anonymous Communication in Peer-to-Peer Networks for providing more Privacy and Security

Ehsan Saboori, Shahriar Mohammadi

CoRR, 2012

Analyzing the Dual-Path Peer-to-Peer Anonymous Approach

Ehsan Saboori, Majid Rafigh, Alireza Nooriyan

CoRR, 2012

Data Selection for Semi-Supervised Learning

Shafigh Parsazad, Ehsan Saboori, Amin Allahyar

CoRR, 2012

Fast Feature Reduction in intrusion detection datasets.

Shafigh Parsazad, Ehsan Saboori, Amin Allahyar

Proceedings of the 2012 Proceedings of the 35th International Convention, 2012

2010

Dual-Path Peer-to-Peer Anonymous Approach.

Ehsan Saboori, Maghsoud Abbaspour

Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

2008

An evolutionary gait generator with online parameter adjustment for humanoid robots.

Amin Zamiri, Amir Farzad, Ehsan Saboori, Modjtaba Rouhani, Mahmoud Naghibzadeh

Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008