Aaditya Singh
6 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (3)
EACL (1)
ECCV (1)
ICCV (1)
Top co-authors
Keywords
distribution shift
(2)
in-context learning
(2)
neural network training
(1)
few-shot learning
(1)
domain generalization
(1)
object recognition
(1)
self-supervised learning
(1)
information extraction
(1)
neural network optimization
(1)
l2 regularization
(1)
synthetic datum
(1)
in-weights learning
(1)
end-to-end model
(1)
emergent behavior
(1)
training distribution
(1)
emotion cause extraction
(1)
emotion-cause pair extraction
(1)
attention-conditioned masking
(1)
visual domain adaptation
(1)
clause-pair extraction
(1)
Papers
Robustness Preserving Fine-tuning using Neuron Importance
ECCV 2024
The Transient Nature of Emergent In-Context Learning in Transformers
NIPS 2023
Benchmarking Low-Shot Robustness to Natural Distribution Shifts
ICCV 2023
Data Distributional Properties Drive Emergent In-Context Learning in Transformers
NIPS 2022
Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency
NIPS 2022
An End-to-End Network for Emotion-Cause Pair Extraction
EACL 2021