Katherine Hermann
8 papers
· 2020–2024
· 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
(9)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(22)
β
The Questioner
(2)
Conferences
NIPS (5)
ICLR (2)
EMNLP (1)
Top co-authors
Keywords
few-shot learning
(2)
large language model
(2)
representation learning
(2)
shortcut learning
(1)
anomaly detection
(1)
data augmentation
(1)
in-context learning
(1)
text generation
(1)
model architecture
(1)
deep learning
(1)
out-of-distribution generalization
(1)
feature representation
(1)
iterative refinement
(1)
convolutional neural network
(1)
inductive bia
(1)
chain-of-thought prompting
(1)
visual feature
(1)
feature complexity
(1)
residual connection
(1)
human similarity judgment
(1)
Papers
On the Foundations of Shortcut Learning
ICLR 2024