John Guttag
25 papers
· 2009–2025
· 8 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Keyword Pioneer
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Conference Polyglot
(8)
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Academic Marathon
(16)
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Cross-Pollinator
(11)
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Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(49)
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Interdisciplinary Bridge
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Keyword Champion
(3)
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Conference Pioneer
β
The Questioner
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Trend Setter
π
Century Club
(25)
ποΈ
Keyword Collector
(128)
Conferences
CVPR (6)
ICML (5)
MLHC (4)
ICCV (3)
JMLR (3)
ICLR (2)
ECCV (1)
NIPS (1)
Top co-authors
Research topics
Keywords
medical imaging
(3)
convolutional neural network
(3)
risk stratification
(3)
disease prediction
(2)
unsupervised learning
(2)
representation learning
(2)
test-time augmentation
(2)
semantic segmentation
(1)
contrastive learning
(1)
causal inference
(1)
anomaly detection
(1)
principal component analysis
(1)
decision making
(1)
similarity learning
(1)
transfer learning
(1)
conformal prediction
(1)
self-supervised learning
(1)
motion estimation
(1)
risk management
(1)
model robustness
(1)
Papers
MultiMorph: On-demand Atlas Construction
CVPR 2025
Multiplying Matrices Without Multiplying
ICML 2021