Senlin Shu
4 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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The Questioner
Top co-authors
Research topics
Keywords
weakly supervised learning
(2)
multi-class classification
(2)
unbiased risk estimator
(2)
noisy label learning
(1)
deep learning
(1)
label noise
(1)
importance weighting
(1)
risk estimation
(1)
pairwise comparison
(1)
deep neural network
(1)
consistency regularization
(1)
noisy label training
(1)
cross-entropy loss
(1)
unlabeled data
(1)
cross entropy
(1)
augmented class
(1)
risk consistency
(1)
robust loss function
(1)
taylor series
(1)
classifier consistency
(1)
Papers
Consistent Multi-Class Classification from Multiple Unlabeled Datasets
ICLR 2024
A Generalized Unbiased Risk Estimator for Learning with Augmented Classes
AAAI 2023
Pointwise Binary Classification with Pairwise Confidence Comparisons
ICML 2021
Can Cross Entropy Loss Be Robust to Label Noise?
IJCAI 2020