Dr. Issam Laradji
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TALK
T
Talk
1
Talk
Jan 19, 2026
Tech Talk: Agentic AI
West Van Memorial Library.
TALK
T
Talk
2
Talk
Jan 11, 2026
Beginner Crash Course: Building AI Apps with Python
Full-day workshop on building AI apps.
PUBLICATION
P
scholar.google.ca
3
Publication
ICLR 2026
DRBench: A Realistic Benchmark for Enterprise Deep Research
A Abaskohi, T Chen, M Muñoz-Mármol, C Fox, AV Ramesh, É Marcotte, ... · 10 citations
PUBLICATION
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arxiv.org
4
Publication
arXiv preprint arXiv:2605.27904
Dr-CiK: A Testbed for Foresight-Driven Agents
Yihong Tang, Andrew Robert Williams, Arjun Ashok, Vincent Zhihao Zheng, Lijun Sun, Alexandre Drouin, Issam H Laradji, Étienne Marcotte, Valentina Zantedeschi
PUBLICATION
P
arxiv.org
5
Publication
arXiv preprint arXiv:2605.30727
MosaicLeaks: Privacy Risks in Querying-in-the-Open for Deep Research Agents
Alexander Gurung, Spandana Gella, Alexandre Drouin, Issam H Laradji, Perouz Taslakian, Rafael Pardinas
PUBLICATION
P
arxiv.org
6
Publication
arXiv preprint arXiv:2606.15017
Are Online Skill and Memory Modules Always Worth Their Tokens? A Budget-Constrained Study of Web Agents
Sina Hajimiri, Masih Aminbeidokhti, Jose Dolz, Ismail Ben Ayed, Issam H Laradji, Spandana Gella, Nicolas Gontier
PUBLICATION
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arxiv.org
7
Publication
arXiv preprint arXiv:2606.18191
DRFLOW: A Deep Research Benchmark for Personalized Workflow Prediction
Md Tawkat Islam Khondaker, Raymond Li, Muhammad Abdul-Mageed, Laks VS Lakshmanan, Issam H Laradji
PUBLICATION
P
arxiv.org
8
Publication
arXiv preprint arXiv:2606.18381
SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG
Amirhossein Abaskohi, Issam H Laradji, Peter West, Giuseppe Carenini
PUBLICATION
P
arxiv.org
9
Publication
arXiv preprint arXiv:2606.18508
MCompassRAG: Topic Metadata as a Semantic Compass for Paragraph-Level Retrieval
Amirhossein Abaskohi, Raymond Li, Gaetano Cimino, Peter West, Giuseppe Carenini, Issam H Laradji
PUBLICATION
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arxiv.org
10
Publication
arXiv preprint arXiv:2607.00570
Dual-Confidence Contrastive Decoding for Retrieval-Augmented Generation
Raymond Li, Md Tawkat Islam Khondaker, Amirhossein Abaskohi, Gabriel Murray, Giuseppe Carenini, Issam H Laradji
TALK
T
Talk
11
Talk
Nov 2025
Hands-on Tutorial at Microsoft Agent Con
Deep research agents and benchmarks.
BLOG POST
B
Blog Post
12
Blog Post
2025-05-14
Make KV Cache Both Fast and Memory Efficient
PUBLICATION
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scholar.google.ca
13
Publication
TMLR 2025
Litllm: A toolkit for scientific literature review
S Agarwal, G Sahu, A Puri, IH Laradji, KDJ Dvijotham, J Stanley, L Charlin, ... · 106 citations
PUBLICATION
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scholar.google.ca
14
Publication
ICLR 2025
Insightbench: Evaluating business analytics agents through multi-step insight generation
G Sahu, A Puri, J Rodriguez, A Abaskohi, M Chegini, A Drouin, ... · 27 citations
PUBLICATION
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scholar.google.ca
15
Publication
NeurIPS 2025
Alignvlm: Bridging vision and language latent spaces for multimodal understanding
A Masry, JA Rodriguez, T Zhang, S Wang, C Wang, A Feizi, AK Suresh, ... · 15 citations
PUBLICATION
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scholar.google.ca
16
Publication
ICLR 2025
Bigdocs: An open dataset for training multimodal models on document and code tasks
J Rodriguez, X Jian, SS Panigrahi, T Zhang, A Feizi, A Puri, A Kalkunte, ... · 14 citations
PUBLICATION
P
scholar.google.ca
17
Publication
ACL 2025
AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery
A Abaskohi, AV Ramesh, S Nanisetty, C Goel, D Vazquez, C Pal, S Gella, ... · 3 citations
PUBLICATION
P
scholar.google.ca
18
Publication
CVPR 2025
Starvector: Generating scalable vector graphics code from images and text
JA Rodriguez, A Puri, S Agarwal, IH Laradji, P Rodriguez, S Rajeswar, ... · 111 citations
PUBLICATION
P
scholar.google.ca
19
Publication
TMLR 2025
LitLLMs, LLMs for Literature Review: Are we there yet?
S Agarwal, G Sahu, A Puri, IH Laradji, KD Dvijotham, J Stanley, L Charlin, ... · 35 citations
PUBLICATION
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scholar.google.ca
20
Publication
TMLR 2025
LLMs for Literature Review: Are we there yet?
S Agarwal, G Sahu, A Puri, IH Laradji, KDJ Dvijotham, J Stanley, L Charlin, ... · 10 citations
PUBLICATION
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scholar.google.ca
21
Publication
EMNLP Findings 2025
FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering
A Abaskohi, S Gella, G Carenini, IH Laradji · 8 citations
PUBLICATION
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scholar.google.ca
22
Publication
ICLR 2025
Bigdocs: An open and permissively-licensed dataset for training multimodal models on document and code tasks
JA Rodriguez, X Jian, SS Panigrahi, T Zhang, A Feizi, A Puri, AK Suresh, ... · 8 citations
PUBLICATION
P
scholar.google.ca
23
Publication
US Patent 2,025 2025
Intent discovery using large language models
JAR Garcia, CJ PAL, IH LARADJI, D Vazquez · 7 citations
PUBLICATION
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scholar.google.ca
24
Publication
NAACL 2025
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches
G Sahu, O Vechtomova, IH Laradji · 7 citations
PUBLICATION
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scholar.google.ca
25
Publication
arXiv 2025
SSLR: A semi-supervised learning method for isolated sign language recognition
H Algafri, H Luqman, S Alyami, I Laradji · 3 citations
PUBLICATION
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scholar.google.ca
26
Publication
US Patent 12,373,980 2025
Method and system for localization with supervision
IH LARADJI, DV BERMUDEZ, PR LOPEZ, R PARDINAS · 1 citations
PUBLICATION
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scholar.google.ca
27
Publication
Nafath 2025
Few-shot Learning for Sign Language Recognition with Embedding Propagation
A Alsulami, K Bajbaa, H Luqman, I Laradji · 1 citations
PUBLICATION
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scholar.google.ca
28
Publication
COLM LM4Sci Workshop 2025
Evaluating and Improving LitLLMs with Deep Research
G Sahu, S Agarwal, A Puri, IH Laradji, KD Dvijotham, J Stanley, L Charlin, ...
PUBLICATION
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scholar.google.ca
29
Publication
CVPR 2025
Starvector: Generating scalable vector graphics code from images
JA Rodriguez, S Agarwal, IH Laradji, P Rodriguez, D Vazquez, C Pal, ...
TALK
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bclaconnect.ca
30
Talk
Oct 16, 2024
Best Practices for Hosting AI Workshops at the Public Library
Published guide for AI workshop organizers.
PUBLICATION
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scholar.google.ca
31
Publication
ICML 2024
WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?
A Drouin, M Gasse, M Caccia, IH Laradji, M Del Verme, T Marty, ... · 194 citations
PUBLICATION
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scholar.google.ca
32
Publication
ICLR 2024
Intentgpt: Few-shot intent discovery with large language models
JA Rodriguez, N Botzer, D Vazquez, C Pal, M Pedersoli, I Laradji · 25 citations
PUBLICATION
P
scholar.google.ca
33
Publication
US Patent App. 2,024 2024
Method and system for meaningful counterfactual explanations
PR LOPEZ, M Caccia, L ZAMPARO, I LARADJI, A LACOSTE, ... · 14 citations
PUBLICATION
P
scholar.google.ca
34
Publication
NeurIPS Workshop 2024
Blockllm: Memory-efficient adaptation of llms by selecting and optimizing the right coordinate blocks
AV Ramesh, V Ganapathiraman, IH Laradji, M Schmidt · 13 citations
PUBLICATION
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scholar.google.ca
35
Publication
arXiv 2024
Mixsumm: Topic-based data augmentation using llms for low-resource extractive text summarization
G Sahu, IH Laradji · 9 citations
PUBLICATION
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scholar.google.ca
36
Publication
OPT 2024
Fast convergence of softmax policy mirror ascent
R Asad, R Babanezhad, I Laradji, NL Roux, S Vaswani · 6 citations
PUBLICATION
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scholar.google.ca
37
Publication
US Patent App. 2,024 2024
Improved Training Set Selection for Semi-Supervised Learning
IH LARADJI, N Botzer, D Vazquez
PUBLICATION
P
scholar.google.ca
38
Publication
OPT 2024
Fast Convergence of Softmax Policy Mirror Ascent for Bandits & Tabular MDPs
R Asad, RB Harikandeh, IH Laradji, N Le Roux, S Vaswani
PUBLICATION
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scholar.google.ca
39
Publication
TMLR 2024
Explaining Visual Counterfactual Explainers
DAV Dorta, PR Lopez, A Lacoste, I Laradji, FFX Roca, JG Sabate
PUBLICATION
P
scholar.google.ca
40
Publication
EMNLP 2023
Promptmix: A class boundary augmentation method for large language model distillation
G Sahu, O Vechtomova, D Bahdanau, IH Laradji · 45 citations
PUBLICATION
P
scholar.google.ca
41
Publication
WACV 2023
OCR-VQGAN: Taming Text-within-Image Generation
JA Rodriguez, D Vazquez, I Laradji, M Pedersoli, P Rodriguez · 43 citations
PUBLICATION
P
scholar.google.ca
42
Publication
ICLR TinyPapers 2023
FigGen: Text to Scientific Figure Generation
JA Rodriguez, D Vazquez, I Laradji, M Pedersoli, P Rodriguez · 22 citations
PUBLICATION
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scholar.google.ca
43
Publication
EMNLP Findings 2023
Llm aided semi-supervision for efficient extractive dialog summarization
N Mishra, G Sahu, I Calixto, A Abu-Hanna, IH Laradji · 15 citations
PUBLICATION
P
scholar.google.ca
44
Publication
EMNLP Findings 2023
LLM aided semi-supervision for Extractive Dialog Summarization
N Mishra, G Sahu, I Calixto, A Abu-Hanna, IH Laradji · 11 citations
PUBLICATION
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scholar.google.ca
45
Publication
NeurIPS Workshop 2023
The unsolved challenges of LLMs as generalist web agents: A case study
R Assouel, T Marty, M Caccia, IH Laradji, A Drouin, S Rajeswar, ... · 8 citations
PUBLICATION
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scholar.google.ca
46
Publication
arXiv 2023
Enchancing semi‐supervised learning for extractive summarization with an LLM‐based pseudolabeler
G Sahu, O Vechtomova, IH Laradji · 5 citations
PUBLICATION
P
scholar.google.ca
47
Publication
NeurIPS FMDM 2023
Capture the Flag: Uncovering Data Insights with Large Language Models
I Laradji, P Taslakian, S Rajeswar, V Zantedeschi, A Lacoste, ... · 4 citations
PUBLICATION
P
scholar.google.ca
48
Publication
arXiv 2023
Language decision transformers with exponential tilt for interactive text environments
N Gontier, P Rodriguez, I Laradji, D Vazquez, C Pal · 4 citations
PUBLICATION
P
scholar.google.ca
49
Publication
US Patent App. 2,023 2023
Machine learning prediction of workflow steps
A El Hattami, CJ PAL, DMV Bermúdez, IH LARADJI, SE Raimondo · 3 citations
PUBLICATION
P
scholar.google.ca
50
Publication
TMLR 2023
Workflow discovery from dialogues in the low data regime
IH Laradji, S Raimondo, D Vazquez, P Rodriguez, C Pal · 3 citations
PUBLICATION
P
scholar.google.ca
51
Publication
arXiv 2023
Automatic data augmentation learning using bilevel optimization for histopathological images
S Mounsaveng, I Laradji, D Vázquez, M Perdersoli, IB Ayed · 2 citations
PUBLICATION
P
scholar.google.ca
52
Publication
EMNLP Findings 2023
TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification
N Botzer, D Vasquez, T Weninger, I Laradji · 1 citations
PUBLICATION
P
scholar.google.ca
53
Publication
SSRN 2023
Can AI Read the Minds of Corporate Executives?
N Chapados, Z Fan, R Goyenko, IH Laradji, F Liu, C Zhang · 1 citations
PUBLICATION
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scholar.google.ca
54
Publication
ICASSP 2023
Affinity learning with blind-spot self-supervision for image denoising
Y Zhou, L Zhou, IH Laradji, TL Lam, Y Xu · 1 citations
PUBLICATION
P
scholar.google.ca
55
Publication
TMLR 2023
Explaining Visual Counterfactual Explainers
D Velazquez, P Rodriguez, A Lacoste, IH Laradji, X Roca, J Gonzàlez · 1 citations
PUBLICATION
P
scholar.google.ca
56
Publication
ICLR 2023
Constraining Representations Yields Models That Know What They Don't Know
J Monteiro, P Rodriguez, PA Noel, I Laradji, D Vazquez · 1 citations
PUBLICATION
P
scholar.google.ca
57
Publication
ICLR 2023
Constraining Representations Yields Models That Know What They Don't Know
J Monteiro, P Rodríguez, PA Noël, IH Laradji, D Vázquez
PUBLICATION
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scholar.google.ca
58
Publication
CoRR 2023
Long-Context Language Decision Transformers and Exponential Tilt for Interactive Text Environments.
N Gontier, P Rodríguez, IH Laradji, D Vázquez, C Pal
PUBLICATION
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scholar.google.ca
59
Publication
OPT 2023
Surrogate Minimization: An Optimization Algorithm for Training Large Neural Networks with Model Parallelism
R Asad, RB Harikandeh, IH Laradji, N Le Roux, S Vaswani
PUBLICATION
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scholar.google.ca
60
Publication
CVPR 2022
Kubric: A scalable dataset generator
K Greff, F Belletti, L Beyer, C Doersch, Y Du, D Duckworth, DJ Fleet, ... · 427 citations
PUBLICATION
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scholar.google.ca
61
Publication
PAMI 2022
A survey of self-supervised and few-shot object detection
G Huang, I Laradji, D Vázquez, S Lacoste-Julien, P Rodriguez · 171 citations
PUBLICATION
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scholar.google.ca
62
Publication
NLP4ConvAI 2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models
G Sahu, P Rodriguez, IH Laradji, P Atighehchian, D Vazquez, ... · 160 citations
PUBLICATION
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scholar.google.ca
63
Publication
JMLR 2022
Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence
J Nutini, I Laradji, M Schmidt · 126 citations
PUBLICATION
P
scholar.google.ca
64
Publication
AI 2022
Cvpr 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions
V Lomonaco, L Pellegrini, P Rodriguez, M Caccia, Q She, Y Chen, ... · 76 citations
PUBLICATION
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scholar.google.ca
65
Publication
CVPR 2022
Neural point light fields
J Ost, I Laradji, A Newell, Y Bahat, F Heide · 67 citations
PUBLICATION
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scholar.google.ca
66
Publication
AR 2022
A Soft Labeling Approach to Develop Automated Algorithms that Incorporate Uncertainty in Pulmonary Opacification on Chest CT using COVID-19 Pneumonia
K Lensink, FJ Lo, RL Eddy, M Law, I Laradji, E Haber, S Nicolaou, ... · 6 citations
PUBLICATION
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scholar.google.ca
67
Publication
TMLR 2022
Workflow Discovery from Dialogues in the Low Data Regime
AE Hattami, I Laradji, S Raimondo, D Vazquez, P Rodriguez, C Pal · 6 citations
PUBLICATION
P
scholar.google.ca
68
Publication
arXiv 2022
Overcoming challenges in leveraging GANs for few-shot data augmentation
C Beckham, I Laradji, P Rodriguez, D Vazquez, D Nowrouzezahrai, C Pal · 4 citations
PUBLICATION
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scholar.google.ca
69
Publication
CoLLAs 2022
Challenges in leveraging GANs for few-shot data augmentation
C Beckham, I Laradji, P Rodriguez, D Vazquez, D Nowrouzezahrai, C Pal · 1 citations
PUBLICATION
P
scholar.google.ca
70
Publication
NeurIPS ML Safety Workshop 2022
Constraining Low-level Representations to Define Effective Confidence Scores
J Monteiro, P Rodriguez, PA Noel, IH Laradji, D Vazquez
PUBLICATION
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scholar.google.ca
71
Publication
AISTATS 2021
Stochastic polyak step-size for sgd: An adaptive learning rate for fast convergence
N Loizou, S Vaswani, IH Laradji, S Lacoste-Julien · 282 citations
PUBLICATION
P
scholar.google.ca
72
Publication
WACV 2021
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, ... · 120 citations
PUBLICATION
P
scholar.google.ca
73
Publication
ICCV 2021
Beyond trivial counterfactual explanations with diverse valuable explanations
P Rodríguez, M Caccia, A Lacoste, L Zamparo, I Laradji, L Charlin, ... · 97 citations
PUBLICATION
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scholar.google.ca
74
Publication
WACV 2021
Learning data augmentation with online bilevel optimization for image classification
S Mounsaveng, I Laradji, I Ben Ayed, D Vazquez, M Pedersoli · 49 citations
PUBLICATION
P
scholar.google.ca
75
Publication
Nature Scientific Reports 2021
Weakly supervised underwater fish segmentation using affinity LCFCN
IH Laradji, A Saleh, P Rodriguez, D Nowrouzezahrai, MR Azghadi, ... · 47 citations
PUBLICATION
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scholar.google.ca
76
Publication
TMLR 2021
Stochastic mirror descent: Convergence analysis and adaptive variants via the mirror stochastic polyak stepsize
R D'Orazio, N Loizou, I Laradji, I Mitliagkas · 46 citations
PUBLICATION
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scholar.google.ca
77
Publication
JBHI 2021
A deep learning localization method for measuring abdominal muscle dimensions in ultrasound images
A Saleh, IH Laradji, C Lammie, D Vazquez, CA Flavell, MR Azghadi · 24 citations
PUBLICATION
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scholar.google.ca
78
Publication
Nature Scientific Reports 2021
Affinity lcfcn: Learning to segment fish with weak supervision
I Laradji, A Saleh, P Rodriguez, D Nowrouzezahrai, MR Azghadi, ... · 18 citations
PUBLICATION
P
scholar.google.ca
79
Publication
ICCV Workshop 2021
SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction
I Laradji, P Rodríguez, D Vazquez, D Nowrouzezahrai · 8 citations
PUBLICATION
P
scholar.google.ca
80
Publication
ArXiv 2021
Beyond Trivial Counterfactual Generations with Diverse Valuable Explanations
P Rodriguez, M Caccia, A Lacoste, L Zamparo, IH Laradji, L Charlin, ... · 6 citations
PUBLICATION
P
scholar.google.ca
81
Publication
ICML Workshop 2021
On Stochastic Mirror Descent: Convergence Analysis and Adaptive Variants
R D’Orazio, N Loizou, I Laradji, I Mitliagkas · 5 citations
PUBLICATION
P
scholar.google.ca
82
Publication
ECCV 2020
Embedding propagation: Smoother manifold for few-shot classification
P Rodríguez, I Laradji, A Drouin, A Lacoste · 283 citations
PUBLICATION
P
scholar.google.ca
83
Publication
Nature Scientific Reports 2020
A realistic fish-habitat dataset to evaluate algorithms for underwater visual analysis
A Saleh, IH Laradji, DA Konovalov, M Bradley, D Vazquez, M Sheaves · 255 citations
PUBLICATION
P
scholar.google.ca
84
Publication
NeurIPS 2020
Online fast adaptation and knowledge accumulation: a new approach to continual learning
M Caccia, P Rodriguez, O Ostapenko, F Normandin, M Lin, L Caccia, ... · 198 citations
PUBLICATION
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scholar.google.ca
85
Publication
ICIP 2020
Proposal-based instance segmentation with point supervision
IH Laradji, N Rostamzadeh, PO Pinheiro, D Vazquez, M Schmidt · 70 citations
PUBLICATION
P
scholar.google.ca
86
Publication
ICML Workshop 2020
M-ADDA: Unsupervised domain adaptation with deep metric learning
IH Laradji, R Babanezhad · 63 citations
PUBLICATION
P
scholar.google.ca
87
Publication
AISTATS 2020
Fast and furious convergence: Stochastic second order methods under interpolation
SY Meng, S Vaswani, IH Laradji, M Schmidt, S Lacoste-Julien · 53 citations
PUBLICATION
P
scholar.google.ca
88
Publication
OPT 2020
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)
S Vaswani, I Laradji, F Kunstner, SY Meng, M Schmidt, S Lacoste-Julien · 51 citations
PUBLICATION
P
scholar.google.ca
89
Publication
NeurIPS Workshop 2020
Counting cows: Tracking illegal cattle ranching from high-resolution satellite imagery
I Laradji, P Rodriguez, F Kalaitzis, D Vazquez, R Young, E Davey, ... · 32 citations
PUBLICATION
P
scholar.google.ca
90
Publication
arXiv 2020
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, ... · 28 citations
PUBLICATION
P
scholar.google.ca
91
Publication
NeurIPS 2020
Synbols: Probing learning algorithms with synthetic datasets
A Lacoste, P Rodríguez López, F Branchaud-Charron, P Atighehchian, ... · 24 citations
PUBLICATION
P
scholar.google.ca
92
Publication
ICIP 2020
Looc: Localize overlapping objects with count supervision
IH Laradji, R Pardinas, P Rodriguez, D Vazquez · 12 citations
PUBLICATION
P
scholar.google.ca
93
Publication
US Patent App. 2,020 2020
Counting objects in images based on approximate locations
IH LARADJI, N ROSTAMZADEH, PHO PINHEIRO, DMV BERMUDEZ, ... · 11 citations
PUBLICATION
P
scholar.google.ca
94
Publication
arXiv 2020
Segmentation of pulmonary opacification in chest ct scans of covid-19 patients
K Lensink, I Laradji, M Law, PE Barbano, S Nicolaou, W Parker, E Haber · 5 citations
PUBLICATION
P
scholar.google.ca
95
Publication
PhD Thesis UBC 2020
Where are the objects?: weakly supervised methods for counting, localization and segmentation
I Laradji
PUBLICATION
P
scholar.google.ca
96
Publication
NeurIPS 2019
Painless stochastic gradient: Interpolation, line-search, and convergence rates
S Vaswani, A Mishkin, I Laradji, M Schmidt, G Gidel, S Lacoste-Julien · 301 citations
PUBLICATION
P
scholar.google.ca
97
Publication
BMVC 2019
Where are the masks: Instance segmentation with image-level supervision
IH Laradji, D Vazquez, M Schmidt · 75 citations
PUBLICATION
P
scholar.google.ca
98
Publication
ICCV Workshop 2019
Class-based styling: Real-time localized style transfer with semantic segmentation
L Kurzman, D Vazquez, I Laradji · 39 citations
PUBLICATION
P
scholar.google.ca
99
Publication
IJCNN 2019
Efficient deep Gaussian process models for variable-sized inputs
IH Laradji, M Schmidt, V Pavlovic, M Kim · 5 citations
PUBLICATION
P
scholar.google.ca
100
Publication
ECCV 2018
Where are the blobs: Counting by localization with point supervision
IH Laradji, N Rostamzadeh, PO Pinheiro, D Vazquez, M Schmidt · 289 citations
PUBLICATION
P
scholar.google.ca
101
Publication
ECML PKDD 2018
Masaga: a linearly-convergent stochastic first-order method for optimization on manifolds
R Babanezhad, IH Laradji, A Shafaei, M Schmidt · 9 citations
PUBLICATION
P
scholar.google.ca
102
Publication
ICML Workshop 2017
Graphical Newton for Huge-Block Coordinate Descent on Sparse Graphs
I Laradji, J Nutini, M Schmidt
PUBLICATION
P
scholar.google.ca
103
Publication
UAI 2016
Convergence rates for greedy Kaczmarz algorithms
J Nutini, B Sepehry, A Virani, I Laradji, M Schmidt, H Koepke · 88 citations
PUBLICATION
P
scholar.google.ca
104
Publication
IST 2015
Software defect prediction using ensemble learning on selected features
IH Laradji, M Alshayeb, L Ghouti · 531 citations
PUBLICATION
P
scholar.google.ca
105
Publication
ICML 2015
Coordinate descent converges faster with the gauss-southwell rule than random selection
J Nutini, M Schmidt, I Laradji, M Friedlander, H Koepke · 306 citations
PUBLICATION
P
scholar.google.ca
106
Publication
ACM Southeast Regional Conference 2014
XML classification using ensemble learning on extracted features
IH Laradji, M Salahadin, L Ghouti · 3 citations
PUBLICATION
P
scholar.google.ca
107
Publication
ICANN 2014
Sparse Single-Hidden Layer Feedforward Network for Mapping Natural Language Questions to SQL Queries
IH Laradji, L Ghouti, F Saleh, MA AlTurki · 2 citations
PUBLICATION
P
scholar.google.ca
108
Publication
ICDM 2014
Robust Feature Extraction Algorithm for Sarcasm Detection in Debates
O Norton, IH Laradji · 1 citations
PUBLICATION
P
scholar.google.ca
109
Publication
PQDT-Global 2014
New Algorithms for Deep Learning Machines
IH Laradji
PUBLICATION
P
scholar.google.ca
110
Publication
ICIP 2013
Perceptual hashing of color images using hypercomplex representations
IH Laradji, L Ghouti, EH Khiari · 32 citations
APP
A
github.com
111
App
-
Haven-AI
Framework to launch, manage, and visualize thousands of reproducible experiments.
APP
A
github.com
112
App
-
AgentPoirot
End-to-end analytics agent for extracting actionable insights tailored to user goals and personas.
APP
A
github.com
113
App
-
AgentAsimov
A deep research agent for long-horizon knowledge synthesis and complex question answering.
TALK
T
Talk
114
Talk
2024–2025
AgentPoirot Podcast & ServiceNow Show & Tell
Guest speaker and multiple internal sessions.
PUBLICATION
P
scholar.google.ca
115
Publication
US Patent App. 2,021 , 0
Method of and system for generating training images for instance segmentation machine learning algorithm
IH LARADJI, DV BERMUDEZ · 16 citations
PUBLICATION
P
scholar.google.ca
116
Publication
-
Non-convex optimization
I Laradji · 3 citations
PUBLICATION
P
scholar.google.ca
117
Publication
-
XML Classification using Ensemble Learning on Extracted
IH Laradji, M Salahadin, L Ghouti
PUBLICATION
P
scholar.google.ca
118
Publication
-
Software defect prediction using ensemble learning on selected
IH Laradji, M Alshayeb, L Ghouti
PUBLICATION
P
scholar.google.ca
119
Publication
-
AgentAda: Skill-Adaptive Data Analytics for Tailored Insight Discovery
AV Ramesh, A Abaskohi, S Nanisetty, C Goel, D Vazquez, C Pal, S Gella, ...
PUBLICATION
P
scholar.google.ca
120
Publication
-
Plan-based Prompting Improves Literature Review Generation
S Agarwal, IH Laradji, L Charlin, C Pal
PUBLICATION
P
scholar.google.ca
121
Publication
-
Evaluating Counterfactual Explainers
D Velazquez, P Rodriguez, A Lacoste, IH Laradji, X Roca, J Gonzàlez
PUBLICATION
P
scholar.google.ca
122
Publication
-
Countering Language Drift with KL Regularization
M Noukhovitch, S Lavoie, IH Laradji, D Kiela, F Strub, A Courville
PUBLICATION
P
scholar.google.ca
123
Publication
-
Neural Point Light Fields Supplementary Material
J Ost, I Laradji, A Newell, Y Bahat, F Heide
PUBLICATION
P
scholar.google.ca
124
Publication
-
Supplementary Material Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations
P Rodrıguez, M Caccia, A Lacoste, L Zamparo, I Laradji, L Charlin, ...
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