Issam H. Laradji

Data Augmentation for Intent Classification with Off-the-shelf Large Language Models

Apr 05, 2022
Gaurav Sahu, Pau Rodriguez, Issam H. Laradji, Parmida Atighehchian, David Vazquez, Dzmitry Bahdanau

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* Accepted to 4th Workshop on NLP for Conversational AI, ACL 2022

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A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images

Sep 30, 2021
Alzayat Saleh, Issam H. Laradji, Corey Lammie, David Vazquez, Carol A Flavell, Mostafa Rahimi Azghadi

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* 9 pages, 8 figures, 1 tables, Accepted for Publication in the IEEE Journal of Biomedical and Health Informatics (J-BHI) 25-May-2021

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A Realistic Fish-Habitat Dataset to Evaluate Algorithms for Underwater Visual Analysis

Aug 28, 2020
Alzayat Saleh, Issam H. Laradji, Dmitry A. Konovalov, Michael Bradley, David Vazquez, Marcus Sheaves

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* 10 pages, 5 figures, 3 tables, Accepted for Publication in Scientific Reports (Nature) 14 August 2020

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LOOC: Localize Overlapping Objects with Count Supervision

Jul 03, 2020
Issam H. Laradji, Rafael Pardinas, Pau Rodriguez, David Vazquez

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Where are the Masks: Instance Segmentation with Image-level Supervision

Jul 02, 2019
Issam H. Laradji, David Vazquez, Mark Schmidt

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* Accepted at BMVC2019

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Instance Segmentation with Point Supervision

Jun 14, 2019
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vazquez, Mark Schmidt

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Efficient Deep Gaussian Process Models for Variable-Sized Input

May 16, 2019
Issam H. Laradji, Mark Schmidt, Vladimir Pavlovic, Minyoung Kim

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* Accepted in IJCNN 2019

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Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection

Oct 28, 2018
Julie Nutini, Mark Schmidt, Issam H. Laradji, Michael Friedlander, Hoyt Koepke

* ICML 2015. v2: Updated the Gauss-Southwell-q result in Section 8 and Appendix H, to remove the part depending on mu_1 (the proof had an error). Added Section 8.1, which discusses conditions under which a rate depending on mu_1 does hold

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Where are the Blobs: Counting by Localization with Point Supervision

Jul 25, 2018
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vazquez, Mark Schmidt

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