Issam H. Laradji
10 papers · 2018–2025 · 8 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (23) 👥 Mega-Team · Squad
⚡
Prolific Year · Productive
❓
The Questioner
💎
Century Club · Bronze
🚀
Conference Pioneer
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(6)
Application Areas
(5)
Natural Language Processing
(4)
Deep Learning
(3)
Computer Vision
(2)
Applications · Natural Language Processing
(2)
Generation · Computer Vision
(2)
Learning Types
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Applications · Computer Science
(1)
Architectures
(1)
Generation · Natural Language Processing
(1)
Keywords
code generation
(3)
image vectorization
(2)
few-shot learning
(2)
multimodal learning
(2)
policy optimization
(1)
benchmark suite
(1)
semi-supervised learning
(1)
out-of-distribution detection
(1)
knowledge distillation
(1)
data augmentation
(1)
question answering
(1)
autoregressive generation
(1)
natural policy gradient
(1)
document understanding
(1)
text summarization
(1)
uncertainty quantification
(1)
model uncertainty
(1)
linear function approximation
(1)
adversarial robustness
(1)
reinforcement learning
(1)
Papers
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches
NAACL 2025
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
ICLR 2025
Fast Convergence of Softmax Policy Mirror Ascent
AISTATS 2025
FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering
EMNLP 2025
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
ICLR 2025
StarVector: Generating Scalable Vector Graphics Code from Images and Text
AAAI 2025
StarVector: Generating Scalable Vector Graphics Code from Images and Text
CVPR 2025
WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?
ICML 2024
Constraining Representations Yields Models That Know What They Don't Know
ICLR 2023
Where are the blobs: Counting by Localization with Point Supervision
ECCV 2018