Issam Laradji
14 papers · 2015–2023 · 9 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ Interdisciplinary Bridge ๐ Conference Polyglot (9) ๐ Academic Marathon (8) ๐ฃ Hot Topic Early Bird
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Renaissance Researcher
(7)
๐
Interdisciplinary Bridge
๐ฃ
Hot Topic Early Bird
๐ฅ
Mega-Team
(34)
๐
Keyword Champion
๐
Century Club
(14)
๐๏ธ
Keyword Collector
(66)
๐ฅ
Unstoppable
(5)
Conferences
EMNLP (3)
WACV (3)
CVPR (2)
ACL (1)
ECCV (1)
ICCV (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
data augmentation
(3)
few-shot learning
(2)
semi-supervised learning
(2)
convergence rate
(2)
knowledge distillation
(2)
intent classification
(2)
text classification
(2)
image generation
(1)
medical imaging
(1)
stochastic gradient descent
(1)
weakly supervised learning
(1)
pseudo labeling
(1)
hyperparameter optimization
(1)
data annotation
(1)
embedding space
(1)
extractive summarization
(1)
point cloud
(1)
prompt engineering
(1)
convex optimization
(1)
Papers
OCR-VQGAN: Taming Text-Within-Image Generation
WACV 2023
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation
EMNLP 2023
TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification
EMNLP 2023
LLM aided semi-supervision for efficient Extractive Dialog Summarization
EMNLP 2023
Kubric: A Scalable Dataset Generator
CVPR 2022
Data Augmentation for Intent Classification with Off-the-shelf Large Language Models
ACL 2022
Neural Point Light Fields
CVPR 2022
Let's Make Block Coordinate Descent Converge Faster: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence
JMLR 2022
Learning Data Augmentation With Online Bilevel Optimization for Image Classification
WACV 2021
A Weakly Supervised Consistency-Based Learning Method for COVID-19 Segmentation in CT Images
WACV 2021
Beyond Trivial Counterfactual Explanations With Diverse Valuable Explanations
ICCV 2021
Embedding Propagation: Smoother Manifold for Few-Shot Classification
ECCV 2020
Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates
NIPS 2019
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection
ICML 2015