Issam H. Laradji
Issam H. Laradji
Research Scientist at ServiceNow (Element AI)
Verified email at mail.mcgill.ca
Title
Cited by
Cited by
Year
Software defect prediction using ensemble learning on selected features
IH Laradji, M Alshayeb, L Ghouti
Information and Software Technology 58, 388-402, 2015
2722015
Coordinate descent converges faster with the gauss-southwell rule than random selection
J Nutini, M Schmidt, I Laradji, M Friedlander, H Koepke
International Conference on Machine Learning (ICML), 1632-1641, 2015
1952015
Where are the blobs: Counting by localization with point supervision
IH Laradji, N Rostamzadeh, PO Pinheiro, D Vazquez, M Schmidt
Proceedings of the European Conference on Computer Vision (ECCV), 547-562, 2018
1002018
Painless stochastic gradient: Interpolation, line-search, and convergence rates
S Vaswani, A Mishkin, I Laradji, M Schmidt, G Gidel, S Lacoste-Julien
Advances in neural information processing systems 32, 3732-3745, 2019
852019
Embedding propagation: Smoother manifold for few-shot classification
P Rodríguez, I Laradji, A Drouin, A Lacoste
European Conference on Computer Vision, 121-138, 2020
512020
Let's Make Block Coordinate Descent Go Fast: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence
J Nutini, I Laradji, M Schmidt
arXiv preprint arXiv:1712.08859, 2017
412017
Online fast adaptation and knowledge accumulation: a new approach to continual learning
M Caccia, P Rodriguez, O Ostapenko, F Normandin, M Lin, L Caccia, ...
arXiv preprint arXiv:2003.05856, 2020
39*2020
Convergence rates for greedy Kaczmarz algorithms, and faster randomized Kaczmarz rules using the orthogonality graph
J Nutini, B Sepehry, I Laradji, M Schmidt, H Koepke, A Virani
arXiv preprint arXiv:1612.07838, 2016
382016
Stochastic polyak step-size for sgd: An adaptive learning rate for fast convergence
N Loizou, S Vaswani, IH Laradji, S Lacoste-Julien
International Conference on Artificial Intelligence and Statistics, 1306-1314, 2021
302021
Where are the masks: Instance segmentation with image-level supervision
IH Laradji, D Vazquez, M Schmidt
arXiv preprint arXiv:1907.01430, 2019
292019
Perceptual hashing of color images using hypercomplex representations
IH Laradji, L Ghouti, EH Khiari
2013 IEEE International Conference on Image Processing, 4402-4406, 2013
282013
A weakly supervised consistency-based learning method for covid-19 segmentation in ct images
I Laradji, P Rodriguez, O Manas, K Lensink, M Law, L Kurzman, W Parker, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
272021
M-ADDA: Unsupervised domain adaptation with deep metric learning
IH Laradji, R Babanezhad
Domain adaptation for visual understanding, 17-31, 2020
252020
A weakly supervised region-based active learning method for covid-19 segmentation in ct images
I Laradji, P Rodriguez, F Branchaud-Charron, K Lensink, P Atighehchian, ...
arXiv preprint arXiv:2007.07012, 2020
162020
Instance segmentation with point supervision
IH Laradji, N Rostamzadeh, PO Pinheiro, D Vázquez, M Schmidt
arXiv preprint arXiv:1906.06392, 2019
112019
A realistic fish-habitat dataset to evaluate algorithms for underwater visual analysis
A Saleh, IH Laradji, DA Konovalov, M Bradley, D Vazquez, M Sheaves
Scientific Reports 10 (1), 1-10, 2020
102020
Fast and furious convergence: Stochastic second order methods under interpolation
SY Meng, S Vaswani, IH Laradji, M Schmidt, S Lacoste-Julien
International Conference on Artificial Intelligence and Statistics, 1375-1386, 2020
102020
Convergence rates for greedy Kaczmarz algorithms
J Nutini, B Sepehry, A Virani, I Laradji, M Schmidt, H Koepke
Conference on Uncertainty in Artificial Intelligence, 2016
102016
Class-based styling: Real-time localized style transfer with semantic segmentation
L Kurzman, D Vazquez, I Laradji
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
82019
Synbols: Probing learning algorithms with synthetic datasets
A Lacoste, P Rodríguez, F Branchaud-Charron, P Atighehchian, M Caccia, ...
arXiv preprint arXiv:2009.06415, 2020
72020
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