Sina Däubener
4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Taxonomy Completionist
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Keyword Pioneer
Conferences
EMNLP (1)
INTERSPEECH (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
uncertainty quantification
(2)
semantic parsing
(1)
sample complexity
(1)
automatic speech recognition
(1)
compositional generalization
(1)
acoustic model
(1)
adversarial attack
(1)
out-of-distribution detection
(1)
bayesian neural network
(1)
adversarial example
(1)
gradient variance
(1)
stochastic neural network
(1)
deep ensemble
(1)
predictive uncertainty
(1)
one-class classification
(1)
monte carlo dropout
(1)
neural network
(1)
prediction robustness
(1)
adversarial robustness
(1)
heterogeneous ensemble
(1)
Papers
ELBO, regularized maximum likelihood, and their common one-sample approximation for training stochastic neural networks
UAI 2025
How Sampling Impacts the Robustness of Stochastic Neural Networks
NIPS 2022
Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing
EMNLP 2021
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification
INTERSPEECH 2020