Islam Nassar
4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
EMNLP (1)
WACV (1)
Top co-authors
Keywords
semi-supervised learning
(2)
few-shot learning
(2)
domain adaptation
(1)
online clustering
(1)
text classification
(1)
self-supervised learning
(1)
self-supervised representation
(1)
label-efficient learning
(1)
clinical natural language processing
(1)
label semantics
(1)
medical coding
(1)
clinical documentation
(1)
large language model
(1)
healthcare nlp
(1)
cpt e/m coding
(1)
automated coding
(1)
billing automation
(1)
prototypical loss
(1)
cpt coding
(1)
representation learning
(1)
Papers
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models
EMNLP 2025
ProtoCon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning
CVPR 2023
LAVA: Label-Efficient Visual Learning and Adaptation
WACV 2023
All Labels Are Not Created Equal: Enhancing Semi-Supervision via Label Grouping and Co-Training
CVPR 2021