Lilly Kumari
4 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
submodular optimization
(1)
combinatorial optimization
(1)
image classification
(1)
continual learning
(1)
catastrophic forgetting
(1)
adversarial learning
(1)
few-shot learning
(1)
feature selection
(1)
information retrieval
(1)
mutual information
(1)
data summarization
(1)
latent representation
(1)
data selection
(1)
replay buffer
(1)
retrieval augmentation
(1)
query-focused summarization
(1)
query-focused learning
(1)
diversity maximization
(1)
conditional summarization
(1)
Papers
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation
CVPR 2025
An End-to-End Submodular Framework for Data-Efficient In-Context Learning
NAACL 2024
Retrospective Adversarial Replay for Continual Learning
NeurIPS 2022
Submodular Span, with Applications to Conditional Data Summarization
AAAI 2021