Habib Hajimolahoseini

According to our database, Habib Hajimolahoseini authored at least 14 papers between 2014 and 2024.

Collaborative distances:

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

2024

SkipViT: Speeding Up Vision Transformers with a Token-Level Skip Connection.

Foozhan Ataiefard, Walid Ahmed, Habib Hajimolahoseini, Saina Asani, Farnoosh Javadi, Mohammad Hassanpour, Omar Mohamed Awad, Austin Wen, Kangling Liu, Yang Liu

CoRR, 2024

2023

SwiftLearn: A Data-Efficient Training Method of Deep Learning Models using Importance Sampling.

Habib Hajimolahoseini, Omar Mohamed Awad, Walid Ahmed, Austin Wen, Saina Asani, Mohammad Hassanpour, Farnoosh Javadi, Mehdi Ahmadi, Foozhan Ataiefard, Kangling Liu, Yang Liu

CoRR, 2023

GQKVA: Efficient Pre-training of Transformers by Grouping Queries, Keys, and Values.

Farnoosh Javadi, Walid Ahmed, Habib Hajimolahoseini, Foozhan Ataiefard, Mohammad Hassanpour, Saina Asani, Austin Wen, Omar Mohamed Awad, Kangling Liu, Yang Liu

CoRR, 2023

Speeding up Resnet Architecture with Layers Targeted Low Rank Decomposition.

Walid Ahmed, Habib Hajimolahoseini, Austin Wen, Yang Liu

CoRR, 2023

Improving Resnet-9 Generalization Trained on Small Datasets.

Omar Mohamed Awad, Habib Hajimolahoseini, Michael Lim, Gurpreet Gosal, Walid Ahmed, Yang Liu, Gordon Deng

CoRR, 2023

Training Acceleration of Low-Rank Decomposed Networks using Sequential Freezing and Rank Quantization.

Habib Hajimolahoseini, Walid Ahmed, Yang Liu

CoRR, 2023

2021

A Short Study on Compressing Decoder-Based Language Models.

Tianda Li, Yassir El Mesbahi, Ivan Kobyzev, Ahmad Rashid, Atif Mahmud, Nithin Anchuri, Habib Hajimolahoseini, Yang Liu, Mehdi Rezagholizadeh

CoRR, 2021

2019

A Deep Learning Approach for Diagnosing Long QT Syndrome Without Measuring QT Interval.

Habib Hajimolahoseini, Damian P. Redfearn, Andrew Krahn

Proceedings of the Advances in Artificial Intelligence, 2019

2018

Inflection point analysis: A machine learning approach for extraction of IEGM active intervals during atrial fibrillation.

Habib Hajimolahoseini, Javad Hashemi, Saeed Gazor, Damian P. Redfearn

Artif. Intell. Medicine, 2018

Ecg Delineation for Qt Interval Analysis Using an Unsupervised Learning Method.

Habib Hajimolahoseini, Javad Hashemi, Damian P. Redfearn

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2016

Robust Estimation and Tracking of Pitch Period Using an Efficient Bayesian Filter.

Habib Hajimolahoseini, Rassoul Amirfattahi, Saeed Gazor, Hamid Soltanian-Zadeh

IEEE ACM Trans. Audio Speech Lang. Process., 2016

A robust and fast method for estimating and tracking the instantaneous fundamental frequency of audio signals.

Habib Hajimolahoseini, Saeed Gazor, Rassoul Amirfattahi

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

2015

Instantaneous fundamental frequency estimation of non-stationary periodic signals using non-linear recursive filters.

Habib Hajimolahoseini, Rassoul Amirfattahi, Hamid Soltanian-Zadeh, Saeed Gazor

IET Signal Process., 2015

2014

Robust vehicle tracking algorithm for nighttime videos captured by fixed cameras in highly reflective environments.

Habib Hajimolahoseini, Rassoul Amirfattahi, Hamid Soltanian-Zadeh

IET Comput. Vis., 2014