Habib Hajimolahoseini

19 papers Misc 1Journal 14Unranked 4

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