Christian Tomani
6 papers · 2021–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
AAAI (1)
ACL (1)
CVPR (1)
ECCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
domain shift
(3)
uncertainty quantification
(3)
model calibration
(2)
neural network
(2)
uncertainty estimation
(2)
maximum a posteriori
(1)
deep neural network
(1)
node classification
(1)
out-of-distribution detection
(1)
temperature scaling
(1)
uncertainty calibration
(1)
minimum bayes risk
(1)
predictive uncertainty
(1)
post-hoc calibration
(1)
confidence score
(1)
graph neural network
(1)
adversarial calibration
(1)
entropy-encouraging loss
(1)
entropy loss
(1)
over-confident prediction
(1)
Papers
Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model
ACL 2024
Beyond In-Domain Scenarios: Robust Density-Aware Calibration
ICML 2023
What Makes Graph Neural Networks Miscalibrated?
NIPS 2022
Parameterized Temperature Scaling for Boosting the Expressive Power in Post-Hoc Uncertainty Calibration
ECCV 2022
Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration
AAAI 2021
Post-Hoc Uncertainty Calibration for Domain Drift Scenarios
CVPR 2021