Savitha Ramasamy
10 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver
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Unstoppable · Bronze
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Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Learning Types · Machine Learning
(5)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Learning Paradigms
(3)
Application Areas
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
continual learning
(3)
catastrophic forgetting
(3)
zero-shot learning
(2)
representation learning
(1)
conversational ai
(1)
prompt learning
(1)
social media analysis
(1)
knowledge extraction
(1)
vision-language model
(1)
information extraction
(1)
time series classification
(1)
multimodal learning
(1)
online learning
(1)
neural network optimization
(1)
image classification
(1)
streaming data
(1)
foundation model
(1)
mixture of expert
(1)
model compression
(1)
time series analysis
(1)
Papers
TGCD: A Framework for Generalized Category Discovery in Time-Series Data
AAAI 2026
CrisisTS: Coupling Social Media Textual Data and Meteorological Time Series for Urgency Classification
ACL 2025
Learning to Identify Seen Unseen and Unknown in the Open World: A Practical Setting for Zero-Shot Learning
WACV 2025
PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning
ICCV 2025
Vision and Language Synergy for Rehearsal Free Continual Learning
ICLR 2025
Class Name Guided Out-of-Scope Intent Classification
EMNLP 2024
HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts
EMNLP 2023
Knowledge Capture and Replay for Continual Learning
WACV 2022
Refinement Matters: Textual Description Needs to be Refined for Zero-shot Learning
EMNLP 2022
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring
NAACL 2019