Vivek Natarajan
4 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
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Keyword Pioneer
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Mega-Team
(40)
Conferences
CVPR (1)
ICCV (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
distribution shift
(2)
domain generalization
(2)
domain adaptation
(1)
scene understanding
(1)
visual question answering
(1)
self-supervised learning
(1)
multimodal learning
(1)
reading comprehension
(1)
medical image classification
(1)
conditional independence
(1)
model deployment
(1)
multimodal reasoning
(1)
optical character recognition
(1)
text recognition
(1)
machine learning theory
(1)
causal inference
(1)
fairness transfer
(1)
contrastive learning
(1)
Papers
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
NIPS 2022
Underspecification Presents Challenges for Credibility in Modern Machine Learning
JMLR 2022
Big Self-Supervised Models Advance Medical Image Classification
ICCV 2021
Towards VQA Models That Can Read
CVPR 2019