Karsten Roth
23 papers
· 2019–2025
· 6 conferences
· across top CS/AI conferences
Achievements
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Renaissance Researcher
(5)
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Cross-Pollinator
(12)
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(31)
π£
Hot Topic Early Bird
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Interdisciplinary Bridge
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Conference Polyglot
(6)
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Academic Marathon
(6)
π€
Dynamic Duo
(15)
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Triple Crown
π₯
Unstoppable
(7)
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Century Club
(23)
β‘
Prolific Year
(5)
β
The Questioner
(2)
ποΈ
Keyword Collector
(56)
Conferences
CVPR (6)
ICLR (5)
ICML (4)
ECCV (3)
NIPS (3)
ICCV (2)
Top co-authors
Keywords
deep metric learning
(5)
embedding space
(3)
contrastive learning
(3)
embedding learning
(3)
image retrieval
(2)
zero-shot learning
(2)
few-shot learning
(2)
foundation model
(2)
multimodal learning
(2)
representation learning
(2)
visual similarity
(2)
metric learning
(2)
computer vision
(1)
anomaly detection
(1)
benchmark evaluation
(1)
transfer learning
(1)
image generation
(1)
continual learning
(1)
knowledge distillation
(1)
sampling strategy
(1)