Habib Hajimolahoseini

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Recursive Filters

Robust Estimators

Top Venues

Artif. Intell. Medicine

Canadian Conference on AI

Publications

Habib Hajimolahoseini, Walid Ahmed, Austin Wen, Yang Liu
Accelerating the Low-Rank Decomposed Models. CoRR (2024)
Foozhan Ataiefard, Walid Ahmed, Habib Hajimolahoseini, Saina Asani, Farnoosh Javadi, Mohammad Hassanpour, Omar Mohamed Awad, Austin Wen, Kangling Liu, Yang Liu
SkipViT: Speeding Up Vision Transformers with a Token-Level Skip Connection. CoRR (2024)
Habib Hajimolahoseini, Mohammad Hassanpour, Foozhan Ataiefard, Boxing Chen, Yang Liu
Single Parent Family: A Spectrum of Family Members from a Single Pre-Trained Foundation Model. CoRR (2024)
Habib Hajimolahoseini, Walid Ahmed, Austin Wen, Yang Liu
Is 3D Convolution with 5D Tensors Really Necessary for Video Analysis? CoRR (2024)
Omar Mohamed Awad, Habib Hajimolahoseini, Michael Lim, Gurpreet Gosal, Walid Ahmed, Yang Liu, Gordon Deng
Improving Resnet-9 Generalization Trained on Small Datasets. CoRR (2023)
Habib Hajimolahoseini, Walid Ahmed, Yang Liu
Training Acceleration of Low-Rank Decomposed Networks using Sequential Freezing and Rank Quantization. CoRR (2023)
Farnoosh Javadi, Walid Ahmed, Habib Hajimolahoseini, Foozhan Ataiefard, Mohammad Hassanpour, Saina Asani, Austin Wen, Omar Mohamed Awad, Kangling Liu, Yang Liu
GQKVA: Efficient Pre-training of Transformers by Grouping Queries, Keys, and Values. CoRR (2023)
Walid Ahmed, Habib Hajimolahoseini, Austin Wen, Yang Liu
Speeding up Resnet Architecture with Layers Targeted Low Rank Decomposition. CoRR (2023)
Habib Hajimolahoseini, Omar Mohamed Awad, Walid Ahmed, Austin Wen, Saina Asani, Mohammad Hassanpour, Farnoosh Javadi, Mehdi Ahmadi, Foozhan Ataiefard, Kangling Liu, Yang Liu
SwiftLearn: A Data-Efficient Training Method of Deep Learning Models using Importance Sampling. CoRR (2023)
Tianda Li, Yassir El Mesbahi, Ivan Kobyzev, Ahmad Rashid, Atif Mahmud, Nithin Anchuri, Habib Hajimolahoseini, Yang Liu, Mehdi Rezagholizadeh
A Short Study on Compressing Decoder-Based Language Models. CoRR (2021)
Habib Hajimolahoseini, Damian P. Redfearn, Andrew Krahn
A Deep Learning Approach for Diagnosing Long QT Syndrome Without Measuring QT Interval. Canadian Conference on AI (2019)
Habib Hajimolahoseini, Javad Hashemi, Saeed Gazor, Damian P. Redfearn
Inflection point analysis: A machine learning approach for extraction of IEGM active intervals during atrial fibrillation. Artif. Intell. Medicine 85 (2018)
Habib Hajimolahoseini, Javad Hashemi, Damian P. Redfearn
Ecg Delineation for Qt Interval Analysis Using an Unsupervised Learning Method. ICASSP (2018)
Habib Hajimolahoseini, Rassoul Amirfattahi, Saeed Gazor, Hamid Soltanian-Zadeh
Robust Estimation and Tracking of Pitch Period Using an Efficient Bayesian Filter. IEEE ACM Trans. Audio Speech Lang. Process. 24 (7) (2016)
Habib Hajimolahoseini, Saeed Gazor, Rassoul Amirfattahi
A robust and fast method for estimating and tracking the instantaneous fundamental frequency of audio signals. CCECE (2016)
Habib Hajimolahoseini, Rassoul Amirfattahi, Hamid Soltanian-Zadeh, Saeed Gazor
Instantaneous fundamental frequency estimation of non-stationary periodic signals using non-linear recursive filters. IET Signal Process. 9 (2) (2015)
Habib Hajimolahoseini, Rassoul Amirfattahi, Hamid Soltanian-Zadeh
Robust vehicle tracking algorithm for nighttime videos captured by fixed cameras in highly reflective environments. IET Comput. Vis. 8 (6) (2014)