Ehsan Saboori
Concordia University
H-index: 6
North America-Canada
Top articles of Ehsan Saboori
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
QGen: On the Ability to Generalize in Quantization Aware Training | arXiv preprint arXiv:2404.11769 | MohammadHossein AskariHemmat Ahmadreza Jeddi Reyhane Askari Hemmat Ivan Lazarevich Alexander Hoffman | 2024/4/17 |
Tensor Decomposition Rank Exploration for Neural Network Compression | 2024/2/1 | ||
System and Method to Utilize a Reduced Image Resolution for Computer Vision Applications | 2024/2/1 | ||
DeepliteRT: Computer Vision at the Edge | arXiv preprint arXiv:2309.10878 | Saad Ashfaq Alexander Hoffman Saptarshi Mitra Sudhakar Sah MohammadHossein AskariHemmat | 2023/9/19 |
Data Free Neural Network Pruning | 2023/5/11 | ||
DeepGEMM: Accelerated Ultra Low-Precision Inference on CPU Architectures using Lookup Tables | Darshan C Ganji Saad Ashfaq Ehsan Saboori Sudhakar Sah Saptarshi Mitra | 2023 | |
QReg: On regularization effects of quantization | arXiv preprint arXiv:2206.12372 | MohammadHossein AskariHemmat Reyhane Askari Hemmat Alex Hoffman Ivan Lazarevich Ehsan Saboori | 2022/6/24 |
Optimization of Computer Vision Software Models for Deployment to Performance Constrained Embedded Processors | Davis Sawyer Benjamin M Rocci Sudhakar Sah Ehsan Saboori Olivier Mastropietro | 2022/3/29 | |
System and Method for Automated Design Space Determination for Deep Neural Networks | 2022/10/20 | ||
Accelerating deep learning model inference on arm cpus with ultra-low bit quantization and runtime | arXiv preprint arXiv:2207.08820 | Saad Ashfaq MohammadHossein AskariHemmat Sudhakar Sah Ehsan Saboori Olivier Mastropietro | 2022/7/18 |
On causal inference for data-free structured pruning | arXiv preprint arXiv:2112.10229 | Martin Ferianc Anush Sankaran Olivier Mastropietro Ehsan Saboori Quentin Cappart | 2021/12/19 |
System and Method for Automated Precision Configuration for Deep Neural Networks | 2021/11/11 | ||
Deeplite neutrino: An end-to-end framework for constrained deep learning model optimization | arXiv preprint arXiv:2101.04073 | Anush Sankaran Olivier Mastropietro Ehsan Saboori Yasser Idris Davis Sawyer | 2021/1/11 |
Co-Authors
