Rebecca Roelofs
14 papers
· 2017–2025
· 6 conferences
· across top CS/AI conferences
Achievements
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Cross-Pollinator
(15)
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Hot Topic Early Bird
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Conference Polyglot
(6)
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Academic Marathon
(8)
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Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(25)
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Mega-Team
(22)
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Triple Crown
β
The Questioner
(3)
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Unstoppable
(5)
ποΈ
Keyword Collector
(51)
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Century Club
(14)
β‘
Prolific Year
(7)
Conferences
NIPS (5)
ICLR (3)
ICML (3)
AISTATS (1)
CVPR (1)
ICCV (1)
Top co-authors
Keywords
image classification
(4)
model ensemble
(2)
stochastic gradient descent
(1)
benchmark evaluation
(1)
neural network training
(1)
imitation learning
(1)
object recognition
(1)
neural network optimization
(1)
video classification
(1)
data augmentation
(1)
model evaluation
(1)
multi-label classification
(1)
autonomous driving
(1)
confidence calibration
(1)
model merging
(1)
transfer learning
(1)
loss landscape
(1)
distribution shift
(1)
classification accuracy
(1)
zero-shot learning
(1)
Papers
Mitigating Bias in Calibration Error Estimation
AISTATS 2022
Robust Fine-Tuning of Zero-Shot Models
CVPR 2022
Evaluating Machine Accuracy on ImageNet
ICML 2020