Hamed F. Langroudi

Joined

May 2017

Names

Hamed F. Langroudi (Preferred)

Hamed Fatemi

Emails

****@rit.edu (Confirmed)

****@owlai.us (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

ML Scientist

Owl Autonomous Imaging (owlai.us)

2023 – 2025

PhD student

Rochester Institute of Technology (rit.edu)

2015 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Dhireesha kudithipudi

2016 – 2021

Expertise

Low Precision Arithmetic

Deep Learning

2015 – Present

Publications

ACTION: Automated Hardware-Software Codesign Framework for Low-precision Numerical Format SelecTION in TinyML
Hamed Fatemi Langroudi, Vedant Karia, Tej Pandit, Becky Mashaido, Dhireesha Kudithipudi
- Published: 01 Jan 2022, Last Modified: 28 Apr 2023
- CoNGA 2022
- Readers: Everyone
ALPS: Adaptive Quantization of Deep Neural Networks With GeneraLized PositS
Hamed Fatemi Langroudi, Vedant Karia, Zachariah Carmichael, Abdullah M. Zyarah, Tej Pandit, John L. Gustafson, Dhireesha Kudithipudi
- Published: 01 Jan 2021, Last Modified: 28 Apr 2023
- CVPR Workshops 2021
- Readers: Everyone
TENT: Efficient Quantization of Neural Networks on the tiny Edge with Tapered FixEd PoiNT
Hamed Fatemi Langroudi, Vedant Karia, Tej Pandit, Dhireesha Kudithipudi
- Published: 01 Jan 2021, Last Modified: 28 Apr 2023
- CoRR 2021
- Readers: Everyone
TENT: Efficient Quantization of Neural Networks on the tiny Edge with Tapered FixEd PoiNT
Hamed Fatemi, Vedant Karia, Tej Pandit, Dhireesha Kudithipudi
- Published: 07 Feb 2021, Last Modified: 05 May 2023
- tinyML 2021 Poster
- Readers: Everyone
Adaptive Posit: Parameter aware numerical format for deep learning inference on the edge
Hamed Fatemi Langroudi, Vedant Karia, John L. Gustafson, Dhireesha Kudithipudi
- 2020 (modified: 13 Jun 2021)
- CVPR Workshops 2020
- Readers: Everyone
Deep Learning Training on the Edge with Low-Precision Posits
Hamed Fatemi Langroudi, Zachariah Carmichael, Dhireesha Kudithipudi
- 2019 (modified: 13 Jun 2021)
- CoRR 2019
- Readers: Everyone
Exploiting Randomness in Deep Learning Algorithms
Hamed Fatemi Langroudi, Cory E. Merkel, Humza Syed, Dhireesha Kudithipudi
- 2019 (modified: 13 Jun 2021)
- IJCNN 2019
- Readers: Everyone
Cheetah: Mixed Low-Precision Hardware & Software Co-Design Framework for DNNs on the Edge
Hamed Fatemi Langroudi, Zachariah Carmichael, David Pastuch, Dhireesha Kudithipudi
- 2019 (modified: 13 Jun 2021)
- CoRR 2019
- Readers: Everyone
Deep Positron: A Deep Neural Network Using the Posit Number System
Zachariah Carmichael, Hamed Fatemi Langroudi, Char Khazanov, Jeffrey Lillie, John L. Gustafson, Dhireesha Kudithipudi
- 2019 (modified: 13 Jun 2021)
- DATE 2019
- Readers: Everyone
Performance-Efficiency Trade-off of Low-Precision Numerical Formats in Deep Neural Networks
Zachariah Carmichael, Hamed Fatemi Langroudi, Char Khazanov, Jeffrey Lillie, John L. Gustafson, Dhireesha Kudithipudi
- 2019 (modified: 13 Jun 2021)
- CoRR 2019
- Readers: Everyone

View all 18 publications