Karan Aggarwal
4 papers · 2019–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(4)
Learning Types Β· Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
time series analysis
(1)
representation learning
(1)
feature learning
(1)
domain adaptation
(1)
data augmentation
(1)
question answering
(1)
named entity recognition
(1)
multimodal learning
(1)
adversarial training
(1)
low-resource learning
(1)
synthetic data generation
(1)
time series
(1)
activity recognition
(1)
unsupervised representation learning
(1)
language model
(1)
data selection
(1)
multimodal fusion
(1)
continual pre-training
(1)
pre-trained language model
(1)
clinical note
(1)
Papers
Efficient Continual Pre-training for Building Domain Specific Large Language Models
ACL 2024
ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER
ACL 2023
Adversarial Unsupervised Representation Learning for Activity Time-Series
AAAI 2019
Using Clinical Notes with Time Series Data for ICU Management
EMNLP 2019