Lilly Kumari
4 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
NAACL (1)
NIPS (1)
Top co-authors
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
NIPS 2022
Submodular Span, with Applications to Conditional Data Summarization
AAAI 2021