Mohammadreza Tayaranian

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Integer Arithmetic

Forward And Backward

Language Modelling

Top Venues

EACL (Findings)

Publications

Mohammadreza Tayaranian, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
Faster Inference of Integer SWIN Transformer by Removing the GELU Activation. CoRR (2024)
Mohammadreza Tayaranian, Seyyed Hasan Mozafari, Brett H. Meyer, James J. Clark, Warren J. Gross
Automatic Pruning of Fine-tuning Datasets for Transformer-based Language Models. CoRR (2024)
Mohammadreza Tayaranian, Alireza Ghaffari, Marzieh S. Tahaei, Mehdi Rezagholizadeh, Masoud Asgharian, Vahid Partovi Nia
Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward Propagation. EACL (Findings) (2023)
Alireza Ghaffari, Marzieh S. Tahaei, Mohammadreza Tayaranian, Masoud Asgharian, Vahid Partovi Nia
Is Integer Arithmetic Enough for Deep Learning Training? CoRR (2022)
Danilo Vucetic, Mohammadreza Tayaranian, Maryam Ziaeefard, James J. Clark, Brett H. Meyer, Warren J. Gross
Efficient Fine-Tuning of BERT Models on the Edge. CoRR (2022)
Alireza Ghaffari, Marzieh S. Tahaei, Mohammadreza Tayaranian, Masoud Asgharian, Vahid Partovi Nia
Is Integer Arithmetic Enough for Deep Learning Training? NeurIPS (2022)
Mohammadreza Tayaranian, Alireza Ghaffari, Marzieh S. Tahaei, Mehdi Rezagholizadeh, Masoud Asgharian, Vahid Partovi Nia
Integer Fine-tuning of Transformer-based Models. CoRR (2022)
Danilo Vucetic, Mohammadreza Tayaranian, Maryam Ziaeefard, James J. Clark, Brett H. Meyer, Warren J. Gross
Efficient Fine-Tuning of BERT Models on the Edge. ISCAS (2022)
Danilo Vucetic, Mohammadreza Tayaranian, Maryam Ziaeefard, James J. Clark, Brett H. Meyer, Warren J. Gross
Efficient Fine-Tuning of Compressed Language Models with Learners. CoRR (2022)