Julia E. Vogt
6 papers
· 2022–2025
· 3 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
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Taxonomy Completionist
(21)
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The Questioner
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Trend Setter
Conferences
NIPS (3)
MLHC (2)
MICCAI (1)
Top co-authors
Keywords
interpretable machine learning
(2)
concept bottleneck model
(2)
variational autoencoder
(2)
anomaly detection
(1)
multimodal learning
(1)
video understanding
(1)
model interpretability
(1)
latent representation
(1)
deep neural network
(1)
confidence region
(1)
group fairness
(1)
debiasing method
(1)
mixture of expert
(1)
model fine-tuning
(1)
concept bottleneck
(1)
data imputation
(1)
concept-based intervention
(1)
black box model
(1)
stochastic modeling
(1)
concept intervention
(1)
Papers
Stochastic Concept Bottleneck Models
NIPS 2024